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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165910  49.435%  (99.460% of non-spam corpus)
# Correctly spam:     128657  38.335%  (76.216% of spam corpus)
# False positives:       900  0.268%  (0.540% of nonspam,  58388 weighted)
# False negatives:     40148  11.963%  (23.784% of spam,  82533 weighted)
# Average score for spam:  10.7    nonspam: -0.1
# Average for false-pos:   6.4  false-neg: 2.1
# TOTAL:              335615  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20888  99.44%
# Correctly spam:      16221  76.28%
# False positives:       118  0.56%
# False negatives:      5043  23.72%
# TCR(l=50): 1.943160  SpamRecall: 76.284%  SpamPrec: 99.278%

##### 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: 166549  99.84%
# Correctly spam:      57145  33.85%
# False positives:       261  0.16%
# False negatives:    111660  66.15%
# TCR(l=50): 1.353580  SpamRecall: 33.853%  SpamPrec: 99.545%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20967  99.81%
# Correctly spam:       7210  33.91%
# False positives:        39  0.19%
# False negatives:     14054  66.09%
# TCR(l=50): 1.328668  SpamRecall: 33.907%  SpamPrec: 99.462%