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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 237458  18.990%  (99.013% of non-spam corpus)
# Correctly spam:     842081  67.342%  (83.322% of spam corpus)
# False positives:      2367  0.189%  (0.987% of nonspam, 653529 weighted)
# False negatives:    168556  13.479%  (16.678% of spam, 240049 weighted)
# Average score for spam:  11.3    nonspam: -0.4
# Average for false-pos:   6.6  false-neg: 1.4
# TOTAL:              1250462  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29702  98.98%
# Correctly spam:     105037  83.27%
# False positives:       305  1.02%
# False negatives:     21108  16.73%
# TCR(l=50): 3.469525  SpamRecall: 83.267%  SpamPrec: 99.710%

##### 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: 238390  99.40%
# Correctly spam:     580168  57.41%
# False positives:      1435  0.60%
# False negatives:    430469  42.59%
# TCR(l=50): 2.012343  SpamRecall: 57.406%  SpamPrec: 99.753%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29830  99.41%
# Correctly spam:      72605  57.56%
# False positives:       177  0.59%
# False negatives:     53540  42.44%
# TCR(l=50): 2.021879  SpamRecall: 57.557%  SpamPrec: 99.757%