##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 375654  37.995%  (99.499% of non-spam corpus)
# Correctly spam:     534535  54.065%  (87.464% of spam corpus)
# False positives:      1890  0.191%  (0.501% of nonspam, 188700 weighted)
# False negatives:     76612  7.749%  (12.536% of spam, 119507 weighted)
# Average score for spam:  17.0    nonspam: -2.2
# Average for false-pos:   6.2  false-neg: 1.6
# TOTAL:              988691  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  46807  99.46%
# Correctly spam:      66908  87.62%
# False positives:       256  0.54%
# False negatives:      9450  12.38%
# TCR(l=50): 3.431820  SpamRecall: 87.624%  SpamPrec: 99.619%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 375569  99.48%
# Correctly spam:     348805  57.07%
# False positives:      1975  0.52%
# False negatives:    262342  42.93%
# TCR(l=50): 1.692497  SpamRecall: 57.074%  SpamPrec: 99.437%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  46808  99.46%
# Correctly spam:      43558  57.04%
# False positives:       255  0.54%
# False negatives:     32800  42.96%
# TCR(l=50): 1.676356  SpamRecall: 57.044%  SpamPrec: 99.418%
