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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 320768  55.392%  (99.559% of non-spam corpus)
# Correctly spam:     165360  28.555%  (64.367% of spam corpus)
# False positives:      1420  0.245%  (0.441% of nonspam,  70413 weighted)
# False negatives:     91541  15.808%  (35.633% of spam, 147381 weighted)
# Average score for spam:  8.5    nonspam: -0.0
# Average for false-pos:   6.2  false-neg: 1.6
# TOTAL:              579089  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39948  99.56%
# Correctly spam:      20629  64.28%
# False positives:       177  0.44%
# False negatives:     11461  35.72%
# TCR(l=50): 1.579932  SpamRecall: 64.285%  SpamPrec: 99.149%

##### 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: 321004  99.63%
# Correctly spam:      76452  29.76%
# False positives:      1184  0.37%
# False negatives:    180449  70.24%
# TCR(l=50): 1.071989  SpamRecall: 29.759%  SpamPrec: 98.475%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39970  99.61%
# Correctly spam:       9549  29.76%
# False positives:       155  0.39%
# False negatives:     22541  70.24%
# TCR(l=50): 1.059391  SpamRecall: 29.757%  SpamPrec: 98.403%