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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164782  15.638%  (93.235% of non-spam corpus)
# Correctly spam:     665010  63.111%  (75.831% of spam corpus)
# False positives:     11956  1.135%  (6.765% of nonspam, 1582976 weighted)
# False negatives:    211959  20.116%  (24.169% of spam, 326419 weighted)
# Average score for spam:  7.5    nonspam: 0.7
# Average for false-pos:   5.3  false-neg: 1.5
# TOTAL:              1053707  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20793  93.56%
# Correctly spam:      83271  76.07%
# False positives:      1432  6.44%
# False negatives:     26201  23.93%
# TCR(l=50): 1.119334  SpamRecall: 76.066%  SpamPrec: 98.309%

##### 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: 174917  98.97%
# Correctly spam:     188481  21.49%
# False positives:      1821  1.03%
# False negatives:    688488  78.51%
# TCR(l=50): 1.124986  SpamRecall: 21.492%  SpamPrec: 99.043%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21986  98.92%
# Correctly spam:      23796  21.74%
# False positives:       239  1.08%
# False negatives:     85676  78.26%
# TCR(l=50): 1.121341  SpamRecall: 21.737%  SpamPrec: 99.006%
