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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 144837  51.539%  (99.611% of non-spam corpus)
# Correctly spam:     111815  39.788%  (82.446% of spam corpus)
# False positives:       565  0.201%  (0.389% of nonspam,  32292 weighted)
# False negatives:     23807  8.472%  (17.554% of spam,  55928 weighted)
# Average score for spam:  13.9    nonspam: -0.3
# Average for false-pos:   6.1  false-neg: 2.3
# TOTAL:              281024  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18114  99.33%
# Correctly spam:      14002  82.46%
# False positives:       122  0.67%
# False negatives:      2979  17.54%
# TCR(l=50): 1.870360  SpamRecall: 82.457%  SpamPrec: 99.136%

##### 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: 144638  99.47%
# Correctly spam:      64742  47.74%
# False positives:       764  0.53%
# False negatives:     70880  52.26%
# TCR(l=50): 1.243326  SpamRecall: 47.737%  SpamPrec: 98.834%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18141  99.48%
# Correctly spam:       8137  47.92%
# False positives:        95  0.52%
# False negatives:      8844  52.08%
# TCR(l=50): 1.249154  SpamRecall: 47.918%  SpamPrec: 98.846%