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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 197177  33.410%  (97.386% of non-spam corpus)
# Correctly spam:     257703  43.666%  (66.470% of spam corpus)
# False positives:      5292  0.897%  (2.614% of nonspam, 293973 weighted)
# False negatives:    129998  22.027%  (33.530% of spam, 324521 weighted)
# Average score for spam:  7.8    nonspam: 0.8
# Average for false-pos:   5.8  false-neg: 2.5
# TOTAL:              590170  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24603  97.20%
# Correctly spam:      32171  66.59%
# False positives:       708  2.80%
# False negatives:     16138  33.41%
# TCR(l=50): 0.937347  SpamRecall: 66.594%  SpamPrec: 97.847%

##### 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: 193513  95.58%
# Correctly spam:     158116  40.78%
# False positives:      8956  4.42%
# False negatives:    229585  59.22%
# TCR(l=50): 0.572350  SpamRecall: 40.783%  SpamPrec: 94.639%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24168  95.48%
# Correctly spam:      19795  40.98%
# False positives:      1143  4.52%
# False negatives:     28514  59.02%
# TCR(l=50): 0.563936  SpamRecall: 40.976%  SpamPrec: 94.541%