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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 254948  31.741%  (99.706% of non-spam corpus)
# Correctly spam:     491069  61.138%  (89.692% of spam corpus)
# False positives:       753  0.094%  (0.294% of nonspam, 119832 weighted)
# False negatives:     56439  7.027%  (10.308% of spam, 146633 weighted)
# Average score for spam:  13.8    nonspam: -2.4
# Average for false-pos:   7.4  false-neg: 2.6
# TOTAL:              803209  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31830  99.64%
# Correctly spam:      61327  89.68%
# False positives:       115  0.36%
# False negatives:      7061  10.32%
# TCR(l=50): 5.338225  SpamRecall: 89.675%  SpamPrec: 99.813%

##### 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: 254378  99.48%
# Correctly spam:     342312  62.52%
# False positives:      1323  0.52%
# False negatives:    205196  37.48%
# TCR(l=50): 2.017749  SpamRecall: 62.522%  SpamPrec: 99.615%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31769  99.45%
# Correctly spam:      42735  62.49%
# False positives:       176  0.55%
# False negatives:     25653  37.51%
# TCR(l=50): 1.984965  SpamRecall: 62.489%  SpamPrec: 99.590%