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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150571  37.603%  (99.563% of non-spam corpus)
# Correctly spam:     145091  36.234%  (58.224% of spam corpus)
# False positives:       661  0.165%  (0.437% of nonspam,  74446 weighted)
# False negatives:    104105  25.998%  (41.776% of spam, 288754 weighted)
# Average score for spam:  8.7    nonspam: -0.2
# Average for false-pos:   6.8  false-neg: 2.8
# TOTAL:              400428  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18904  99.51%
# Correctly spam:      18221  58.63%
# False positives:        94  0.49%
# False negatives:     12858  41.37%
# TCR(l=50): 1.770076  SpamRecall: 58.628%  SpamPrec: 99.487%

##### 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: 150781  99.70%
# Correctly spam:      85862  34.46%
# False positives:       451  0.30%
# False negatives:    163334  65.54%
# TCR(l=50): 1.340600  SpamRecall: 34.456%  SpamPrec: 99.477%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18941  99.70%
# Correctly spam:      10788  34.71%
# False positives:        57  0.30%
# False negatives:     20291  65.29%
# TCR(l=50): 1.343028  SpamRecall: 34.712%  SpamPrec: 99.474%