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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 289909  33.006%  (99.568% of non-spam corpus)
# Correctly spam:     508929  57.940%  (86.671% of spam corpus)
# False positives:      1259  0.143%  (0.432% of nonspam, 198214 weighted)
# False negatives:     78268  8.911%  (13.329% of spam, 210319 weighted)
# Average score for spam:  14.8    nonspam: -2.3
# Average for false-pos:   7.8  false-neg: 2.7
# TOTAL:              878365  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36212  99.57%
# Correctly spam:      63493  86.64%
# False positives:       157  0.43%
# False negatives:      9789  13.36%
# TCR(l=50): 4.154544  SpamRecall: 86.642%  SpamPrec: 99.753%

##### 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: 290775  99.87%
# Correctly spam:     384572  65.49%
# False positives:       393  0.13%
# False negatives:    202625  34.51%
# TCR(l=50): 2.641759  SpamRecall: 65.493%  SpamPrec: 99.898%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36325  99.88%
# Correctly spam:      47932  65.41%
# False positives:        44  0.12%
# False negatives:     25350  34.59%
# TCR(l=50): 2.659964  SpamRecall: 65.408%  SpamPrec: 99.908%