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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175831  39.328%  (94.565% of non-spam corpus)
# Correctly spam:     135576  30.324%  (51.914% of spam corpus)
# False positives:     10106  2.260%  (5.435% of nonspam, 435264 weighted)
# False negatives:    125579  28.088%  (48.086% of spam, 239076 weighted)
# Average score for spam:  14.3    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 1.9
# TOTAL:              447092  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21993  94.24%
# Correctly spam:      17015  52.12%
# False positives:      1343  5.76%
# False negatives:     15631  47.88%
# TCR(l=50): 0.394366  SpamRecall: 52.120%  SpamPrec: 92.684%

##### 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: 176510  94.93%
# Correctly spam:     107881  41.31%
# False positives:      9427  5.07%
# False negatives:    153274  58.69%
# TCR(l=50): 0.418100  SpamRecall: 41.309%  SpamPrec: 91.964%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22102  94.71%
# Correctly spam:      13555  41.52%
# False positives:      1234  5.29%
# False negatives:     19091  58.48%
# TCR(l=50): 0.404080  SpamRecall: 41.521%  SpamPrec: 91.656%