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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 743177  51.421%  (98.879% of non-spam corpus)
# Correctly spam:     604127  41.800%  (87.089% of spam corpus)
# False positives:      8424  0.583%  (1.121% of nonspam, 653293 weighted)
# False negatives:     89562  6.197%  (12.911% of spam, 182884 weighted)
# Average score for spam:  16.1    nonspam: -1.3
# Average for false-pos:   8.4  false-neg: 2.0
# TOTAL:              1445290  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  91780  97.93%
# Correctly spam:      75463  87.21%
# False positives:      1943  2.07%
# False negatives:     11065  12.79%
# TCR(l=50): 0.799593  SpamRecall: 87.212%  SpamPrec: 97.490%

##### 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: 746209  99.28%
# Correctly spam:     428917  61.83%
# False positives:      5392  0.72%
# False negatives:    264772  38.17%
# TCR(l=50): 1.298139  SpamRecall: 61.831%  SpamPrec: 98.758%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  93003  99.23%
# Correctly spam:      53544  61.88%
# False positives:       720  0.77%
# False negatives:     32984  38.12%
# TCR(l=50): 1.254320  SpamRecall: 61.881%  SpamPrec: 98.673%