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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 144256  19.319%  (93.690% of non-spam corpus)
# Correctly spam:     484045  64.825%  (81.664% of spam corpus)
# False positives:      9716  1.301%  (6.310% of nonspam, 1145800 weighted)
# False negatives:    108683  14.555%  (18.336% of spam, 269038 weighted)
# Average score for spam:  8.0    nonspam: 1.3
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              746700  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18184  93.88%
# Correctly spam:      60544  81.81%
# False positives:      1185  6.12%
# False negatives:     13466  18.19%
# TCR(l=50): 1.017795  SpamRecall: 81.805%  SpamPrec: 98.080%

##### 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: 145627  94.58%
# Correctly spam:      77640  13.10%
# False positives:      8345  5.42%
# False negatives:    515088  86.90%
# TCR(l=50): 0.635744  SpamRecall: 13.099%  SpamPrec: 90.295%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18365  94.82%
# Correctly spam:       9785  13.22%
# False positives:      1004  5.18%
# False negatives:     64225  86.78%
# TCR(l=50): 0.646799  SpamRecall: 13.221%  SpamPrec: 90.694%