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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167656  21.339%  (99.258% of non-spam corpus)
# Correctly spam:     582713  74.165%  (94.476% of spam corpus)
# False positives:      1254  0.160%  (0.742% of nonspam, 303676 weighted)
# False negatives:     34072  4.337%  (5.524% of spam,  88966 weighted)
# Average score for spam:  10.1    nonspam: -0.7
# Average for false-pos:   6.6  false-neg: 2.6
# TOTAL:              785695  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21137  99.33%
# Correctly spam:      72816  94.51%
# False positives:       143  0.67%
# False negatives:      4230  5.49%
# TCR(l=50): 6.770299  SpamRecall: 94.510%  SpamPrec: 99.804%

##### 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: 168070  99.50%
# Correctly spam:     274206  44.46%
# False positives:       840  0.50%
# False negatives:    342579  55.54%
# TCR(l=50): 1.603793  SpamRecall: 44.457%  SpamPrec: 99.695%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21184  99.55%
# Correctly spam:      34228  44.43%
# False positives:        96  0.45%
# False negatives:     42818  55.57%
# TCR(l=50): 1.618002  SpamRecall: 44.425%  SpamPrec: 99.720%