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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 142903  48.316%  (97.384% of non-spam corpus)
# Correctly spam:     109639  37.069%  (73.571% of spam corpus)
# False positives:      3839  1.298%  (2.616% of nonspam, 116838 weighted)
# False negatives:     39386  13.317%  (26.429% of spam,  88111 weighted)
# Average score for spam:  11.5    nonspam: 1.1
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              295767  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17905  97.23%
# Correctly spam:      13800  73.80%
# False positives:       511  2.77%
# False negatives:      4898  26.20%
# TCR(l=50): 0.614096  SpamRecall: 73.805%  SpamPrec: 96.429%

##### 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: 143216  97.60%
# Correctly spam:      57318  38.46%
# False positives:      3526  2.40%
# False negatives:     91707  61.54%
# TCR(l=50): 0.556049  SpamRecall: 38.462%  SpamPrec: 94.205%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17966  97.56%
# Correctly spam:       7330  39.20%
# False positives:       450  2.44%
# False negatives:     11368  60.80%
# TCR(l=50): 0.552085  SpamRecall: 39.202%  SpamPrec: 94.216%