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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 1266092  46.408%  (99.781% of non-spam corpus)
# Correctly spam:     1249184  45.789%  (85.603% of spam corpus)
# False positives:      2773  0.102%  (0.219% of nonspam,  95486 weighted)
# False negatives:    210098  7.701%  (14.397% of spam, 539851 weighted)
# Average score for spam:  9.5    nonspam: 0.5
# Average for false-pos:   6.0  false-neg: 2.6
# TOTAL:              2728147  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 157988  99.63%
# Correctly spam:     157550  86.42%
# False positives:       579  0.37%
# False negatives:     24749  13.58%
# TCR(l=50): 3.394830  SpamRecall: 86.424%  SpamPrec: 99.634%

##### 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: 1250517  98.55%
# Correctly spam:     1032067  70.72%
# False positives:     18348  1.45%
# False negatives:    427215  29.28%
# TCR(l=50): 1.085279  SpamRecall: 70.724%  SpamPrec: 98.253%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 156335  98.59%
# Correctly spam:     128580  70.53%
# False positives:      2232  1.41%
# False negatives:     53719  29.47%
# TCR(l=50): 1.102711  SpamRecall: 70.532%  SpamPrec: 98.294%