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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175111  28.077%  (94.703% of non-spam corpus)
# Correctly spam:     305731  49.020%  (69.677% of spam corpus)
# False positives:      9794  1.570%  (5.297% of nonspam, 715276 weighted)
# False negatives:    133055  21.333%  (30.323% of spam, 308981 weighted)
# Average score for spam:  7.9    nonspam: 1.1
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              623691  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21921  94.46%
# Correctly spam:      37828  69.14%
# False positives:      1286  5.54%
# False negatives:     16884  30.86%
# TCR(l=50): 0.673926  SpamRecall: 69.140%  SpamPrec: 96.712%

##### 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: 175552  94.94%
# Correctly spam:      88299  20.12%
# False positives:      9353  5.06%
# False negatives:    350487  79.88%
# TCR(l=50): 0.536323  SpamRecall: 20.123%  SpamPrec: 90.422%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22027  94.92%
# Correctly spam:      10940  20.00%
# False positives:      1180  5.08%
# False negatives:     43772  80.00%
# TCR(l=50): 0.532363  SpamRecall: 19.996%  SpamPrec: 90.264%