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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 576575  50.038%  (99.635% of non-spam corpus)
# Correctly spam:     443266  38.469%  (77.281% of spam corpus)
# False positives:      2115  0.184%  (0.365% of nonspam,  61823 weighted)
# False negatives:    130311  11.309%  (22.719% of spam, 286465 weighted)
# Average score for spam:  12.9    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              1152267  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  71906  99.57%
# Correctly spam:      55275  77.21%
# False positives:       308  0.43%
# False negatives:     16317  22.79%
# TCR(l=50): 2.257212  SpamRecall: 77.208%  SpamPrec: 99.446%

##### 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: 566101  97.82%
# Correctly spam:     249768  43.55%
# False positives:     12589  2.18%
# False negatives:    323809  56.45%
# TCR(l=50): 0.601701  SpamRecall: 43.546%  SpamPrec: 95.202%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  70571  97.72%
# Correctly spam:      31116  43.46%
# False positives:      1643  2.28%
# False negatives:     40476  56.54%
# TCR(l=50): 0.583824  SpamRecall: 43.463%  SpamPrec: 94.985%