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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 267002  28.520%  (99.705% of non-spam corpus)
# Correctly spam:     623263  66.573%  (93.245% of spam corpus)
# False positives:       790  0.084%  (0.295% of nonspam, 128160 weighted)
# False negatives:     45148  4.822%  (6.755% of spam,  96380 weighted)
# Average score for spam:  20.5    nonspam: -2.4
# Average for false-pos:   6.5  false-neg: 2.1
# TOTAL:              936203  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33367  99.66%
# Correctly spam:      77839  93.32%
# False positives:       115  0.34%
# False negatives:      5575  6.68%
# TCR(l=50): 7.365475  SpamRecall: 93.316%  SpamPrec: 99.852%

##### 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: 266139  99.38%
# Correctly spam:     544947  81.53%
# False positives:      1653  0.62%
# False negatives:    123464  18.47%
# TCR(l=50): 3.242919  SpamRecall: 81.529%  SpamPrec: 99.698%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33290  99.43%
# Correctly spam:      68135  81.68%
# False positives:       192  0.57%
# False negatives:     15279  18.32%
# TCR(l=50): 3.352787  SpamRecall: 81.683%  SpamPrec: 99.719%