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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 197270  31.247%  (97.141% of non-spam corpus)
# Correctly spam:     308960  48.938%  (72.144% of spam corpus)
# False positives:      5805  0.919%  (2.859% of nonspam, 360642 weighted)
# False negatives:    119297  18.896%  (27.856% of spam, 285240 weighted)
# Average score for spam:  7.5    nonspam: 0.8
# Average for false-pos:   5.9  false-neg: 2.4
# TOTAL:              631332  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24684  97.18%
# Correctly spam:      38917  72.90%
# False positives:       715  2.82%
# False negatives:     14464  27.10%
# TCR(l=50): 1.063070  SpamRecall: 72.904%  SpamPrec: 98.196%

##### 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: 193429  95.25%
# Correctly spam:     171314  40.00%
# False positives:      9646  4.75%
# False negatives:    256943  60.00%
# TCR(l=50): 0.579318  SpamRecall: 40.003%  SpamPrec: 94.670%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24224  95.37%
# Correctly spam:      21415  40.12%
# False positives:      1175  4.63%
# False negatives:     31966  59.88%
# TCR(l=50): 0.588441  SpamRecall: 40.117%  SpamPrec: 94.799%