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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 129933  48.032%  (99.460% of non-spam corpus)
# Correctly spam:      85693  31.678%  (61.263% of spam corpus)
# False positives:       705  0.261%  (0.540% of nonspam,  46808 weighted)
# False negatives:     54184  20.030%  (38.737% of spam, 146078 weighted)
# Average score for spam:  9.6    nonspam: -0.2
# Average for false-pos:   6.2  false-neg: 2.7
# TOTAL:              270515  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16287  99.37%
# Correctly spam:      10767  61.41%
# False positives:       103  0.63%
# False negatives:      6767  38.59%
# TCR(l=50): 1.471343  SpamRecall: 61.406%  SpamPrec: 99.052%

##### 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: 130396  99.81%
# Correctly spam:      48937  34.99%
# False positives:       242  0.19%
# False negatives:     90940  65.01%
# TCR(l=50): 1.357502  SpamRecall: 34.986%  SpamPrec: 99.508%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16360  99.82%
# Correctly spam:       6157  35.11%
# False positives:        30  0.18%
# False negatives:     11377  64.89%
# TCR(l=50): 1.361653  SpamRecall: 35.115%  SpamPrec: 99.515%