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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 162407  44.628%  (99.098% of non-spam corpus)
# Correctly spam:     148038  40.679%  (74.008% of spam corpus)
# False positives:      1479  0.406%  (0.902% of nonspam, 115639 weighted)
# False negatives:     51992  14.287%  (25.992% of spam, 136008 weighted)
# Average score for spam:  18.5    nonspam: -0.4
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              363916  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20457  99.03%
# Correctly spam:      18483  73.90%
# False positives:       201  0.97%
# False negatives:      6528  26.10%
# TCR(l=50): 1.508686  SpamRecall: 73.899%  SpamPrec: 98.924%

##### 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: 163300  99.64%
# Correctly spam:     118019  59.00%
# False positives:       586  0.36%
# False negatives:     82011  41.00%
# TCR(l=50): 1.797037  SpamRecall: 59.001%  SpamPrec: 99.506%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20593  99.69%
# Correctly spam:      14863  59.43%
# False positives:        65  0.31%
# False negatives:     10148  40.57%
# TCR(l=50): 1.866771  SpamRecall: 59.426%  SpamPrec: 99.565%