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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 390570  50.348%  (99.308% of non-spam corpus)
# Correctly spam:     197023  25.398%  (51.516% of spam corpus)
# False positives:      2722  0.351%  (0.692% of nonspam,  81397 weighted)
# False negatives:    185424  23.903%  (48.484% of spam, 399979 weighted)
# Average score for spam:  5.7    nonspam: 0.7
# Average for false-pos:   6.2  false-neg: 2.2
# TOTAL:              775739  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48515  98.89%
# Correctly spam:      24763  51.95%
# False positives:       544  1.11%
# False negatives:     22908  48.05%
# TCR(l=50): 0.951365  SpamRecall: 51.946%  SpamPrec: 97.850%

##### 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: 386327  98.23%
# Correctly spam:     126540  33.09%
# False positives:      6965  1.77%
# False negatives:    255907  66.91%
# TCR(l=50): 0.633026  SpamRecall: 33.087%  SpamPrec: 94.783%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48219  98.29%
# Correctly spam:      15786  33.11%
# False positives:       840  1.71%
# False negatives:     31885  66.89%
# TCR(l=50): 0.645205  SpamRecall: 33.114%  SpamPrec: 94.948%