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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 320568  29.230%  (99.613% of non-spam corpus)
# Correctly spam:     614188  56.003%  (79.261% of spam corpus)
# False positives:      1245  0.114%  (0.387% of nonspam, 184769 weighted)
# False negatives:    160701  14.653%  (20.739% of spam, 320965 weighted)
# Average score for spam:  11.4    nonspam: -0.8
# Average for false-pos:   6.2  false-neg: 2.0
# TOTAL:              1096702  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39917  99.60%
# Correctly spam:      76341  79.05%
# False positives:       161  0.40%
# False negatives:     20230  20.95%
# TCR(l=50): 3.414816  SpamRecall: 79.052%  SpamPrec: 99.790%

##### 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: 320280  99.52%
# Correctly spam:     398302  51.40%
# False positives:      1533  0.48%
# False negatives:    376587  48.60%
# TCR(l=50): 1.709677  SpamRecall: 51.401%  SpamPrec: 99.617%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39879  99.50%
# Correctly spam:      49606  51.37%
# False positives:       199  0.50%
# False negatives:     46965  48.63%
# TCR(l=50): 1.696758  SpamRecall: 51.367%  SpamPrec: 99.600%