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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 540582  32.471%  (99.705% of non-spam corpus)
# Correctly spam:     959563  57.638%  (85.475% of spam corpus)
# False positives:      1598  0.096%  (0.295% of nonspam,  98431 weighted)
# False negatives:    163059  9.794%  (14.525% of spam, 407431 weighted)
# Average score for spam:  13.6    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.5
# TOTAL:              1664802  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  67481  99.65%
# Correctly spam:     119731  85.48%
# False positives:       238  0.35%
# False negatives:     20342  14.52%
# TCR(l=50): 4.344427  SpamRecall: 85.478%  SpamPrec: 99.802%

##### 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: 528047  97.39%
# Correctly spam:     519565  46.28%
# False positives:     14133  2.61%
# False negatives:    603057  53.72%
# TCR(l=50): 0.857155  SpamRecall: 46.281%  SpamPrec: 97.352%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  66003  97.47%
# Correctly spam:      64861  46.31%
# False positives:      1716  2.53%
# False negatives:     75212  53.69%
# TCR(l=50): 0.869954  SpamRecall: 46.305%  SpamPrec: 97.423%