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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150368  20.897%  (99.123% of non-spam corpus)
# Correctly spam:     472279  65.634%  (83.168% of spam corpus)
# False positives:      1331  0.185%  (0.877% of nonspam, 328232 weighted)
# False negatives:     95584  13.284%  (16.832% of spam, 257880 weighted)
# Average score for spam:  9.1    nonspam: -0.3
# Average for false-pos:   6.6  false-neg: 2.7
# TOTAL:              719562  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18933  99.21%
# Correctly spam:      58906  83.11%
# False positives:       150  0.79%
# False negatives:     11971  16.89%
# TCR(l=50): 3.640131  SpamRecall: 83.110%  SpamPrec: 99.746%

##### 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: 150836  99.43%
# Correctly spam:     248890  43.83%
# False positives:       863  0.57%
# False negatives:    318973  56.17%
# TCR(l=50): 1.568149  SpamRecall: 43.829%  SpamPrec: 99.654%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18984  99.48%
# Correctly spam:      31127  43.92%
# False positives:        99  0.52%
# False negatives:     39750  56.08%
# TCR(l=50): 1.585615  SpamRecall: 43.917%  SpamPrec: 99.683%