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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 380651  40.122%  (99.822% of non-spam corpus)
# Correctly spam:     493221  51.987%  (86.925% of spam corpus)
# False positives:       678  0.071%  (0.178% of nonspam,  62486 weighted)
# False negatives:     74187  7.820%  (13.075% of spam, 113119 weighted)
# Average score for spam:  17.8    nonspam: -2.1
# Average for false-pos:   6.2  false-neg: 1.5
# TOTAL:              948737  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47434  99.79%
# Correctly spam:      61866  87.35%
# False positives:       100  0.21%
# False negatives:      8962  12.65%
# TCR(l=50): 5.072912  SpamRecall: 87.347%  SpamPrec: 99.839%

##### 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: 379336  99.48%
# Correctly spam:     374383  65.98%
# False positives:      1993  0.52%
# False negatives:    193025  34.02%
# TCR(l=50): 1.938697  SpamRecall: 65.981%  SpamPrec: 99.470%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47285  99.48%
# Correctly spam:      46885  66.20%
# False positives:       249  0.52%
# False negatives:     23943  33.80%
# TCR(l=50): 1.946198  SpamRecall: 66.196%  SpamPrec: 99.472%