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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 147147  31.170%  (96.766% of non-spam corpus)
# Correctly spam:      75986  16.096%  (23.745% of spam corpus)
# False positives:      4918  1.042%  (3.234% of nonspam, 315369 weighted)
# False negatives:    244023  51.692%  (76.255% of spam, 684615 weighted)
# Average score for spam:  4.1    nonspam: 0.6
# Average for false-pos:   6.1  false-neg: 2.8
# TOTAL:              472074  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18472  96.56%
# Correctly spam:       9674  24.27%
# False positives:       658  3.44%
# False negatives:     30188  75.73%
# TCR(l=50): 0.631848  SpamRecall: 24.269%  SpamPrec: 93.631%

##### 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: 146743  96.50%
# Correctly spam:      58223  18.19%
# False positives:      5322  3.50%
# False negatives:    261786  81.81%
# TCR(l=50): 0.606209  SpamRecall: 18.194%  SpamPrec: 91.625%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18458  96.49%
# Correctly spam:       7473  18.75%
# False positives:       672  3.51%
# False negatives:     32389  81.25%
# TCR(l=50): 0.604070  SpamRecall: 18.747%  SpamPrec: 91.750%