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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165348  48.157%  (99.150% of non-spam corpus)
# Correctly spam:     132871  38.698%  (75.245% of spam corpus)
# False positives:      1418  0.413%  (0.850% of nonspam,  93321 weighted)
# False negatives:     43713  12.731%  (24.755% of spam, 101974 weighted)
# Average score for spam:  12.2    nonspam: -0.4
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              343350  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20799  99.03%
# Correctly spam:      16726  75.33%
# False positives:       204  0.97%
# False negatives:      5479  24.67%
# TCR(l=50): 1.416226  SpamRecall: 75.325%  SpamPrec: 98.795%

##### 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: 166106  99.60%
# Correctly spam:     100434  56.88%
# False positives:       660  0.40%
# False negatives:     76150  43.12%
# TCR(l=50): 1.617810  SpamRecall: 56.876%  SpamPrec: 99.347%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20906  99.54%
# Correctly spam:      12708  57.23%
# False positives:        97  0.46%
# False negatives:      9497  42.77%
# TCR(l=50): 1.547710  SpamRecall: 57.230%  SpamPrec: 99.242%