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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 178314  19.188%  (94.758% of non-spam corpus)
# Correctly spam:     399241  42.961%  (53.870% of spam corpus)
# False positives:      9864  1.061%  (5.242% of nonspam, 1187735 weighted)
# False negatives:    341884  36.789%  (46.130% of spam, 837059 weighted)
# Average score for spam:  8.9    nonspam: 1.0
# Average for false-pos:   6.1  false-neg: 2.4
# TOTAL:              929303  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22377  94.78%
# Correctly spam:      49859  53.94%
# False positives:      1232  5.22%
# False negatives:     42573  46.06%
# TCR(l=50): 0.887293  SpamRecall: 53.941%  SpamPrec: 97.589%

##### 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: 178246  94.72%
# Correctly spam:     263538  35.56%
# False positives:      9932  5.28%
# False negatives:    477587  64.44%
# TCR(l=50): 0.760763  SpamRecall: 35.559%  SpamPrec: 96.368%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22363  94.72%
# Correctly spam:      33052  35.76%
# False positives:      1246  5.28%
# False negatives:     59380  64.24%
# TCR(l=50): 0.759632  SpamRecall: 35.758%  SpamPrec: 96.367%