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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 288622  21.367%  (99.602% of non-spam corpus)
# Correctly spam:     741911  54.925%  (69.926% of spam corpus)
# False positives:      1154  0.085%  (0.398% of nonspam, 270700 weighted)
# False negatives:    319091  23.623%  (30.074% of spam, 777547 weighted)
# Average score for spam:  9.5    nonspam: -0.9
# Average for false-pos:   6.4  false-neg: 2.4
# TOTAL:              1350778  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36039  99.51%
# Correctly spam:      92493  69.83%
# False positives:       177  0.49%
# False negatives:     39958  30.17%
# TCR(l=50): 2.713715  SpamRecall: 69.832%  SpamPrec: 99.809%

##### 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: 288281  99.48%
# Correctly spam:     494250  46.58%
# False positives:      1495  0.52%
# False negatives:    566752  53.42%
# TCR(l=50): 1.653934  SpamRecall: 46.583%  SpamPrec: 99.698%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36005  99.42%
# Correctly spam:      61705  46.59%
# False positives:       211  0.58%
# False negatives:     70746  53.41%
# TCR(l=50): 1.629244  SpamRecall: 46.587%  SpamPrec: 99.659%