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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 232378  39.135%  (99.725% of non-spam corpus)
# Correctly spam:     272238  45.848%  (75.462% of spam corpus)
# False positives:       641  0.108%  (0.275% of nonspam,  29782 weighted)
# False negatives:     88525  14.909%  (24.538% of spam, 136750 weighted)
# Average score for spam:  12.2    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 1.5
# TOTAL:              593782  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29116  99.73%
# Correctly spam:      33780  75.18%
# False positives:        80  0.27%
# False negatives:     11151  24.82%
# TCR(l=50): 2.965547  SpamRecall: 75.182%  SpamPrec: 99.764%

##### 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: 223718  96.01%
# Correctly spam:     199021  55.17%
# False positives:      9301  3.99%
# False negatives:    161742  44.83%
# TCR(l=50): 0.575571  SpamRecall: 55.167%  SpamPrec: 95.535%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28022  95.98%
# Correctly spam:      24631  54.82%
# False positives:      1174  4.02%
# False negatives:     20300  45.18%
# TCR(l=50): 0.568747  SpamRecall: 54.820%  SpamPrec: 95.450%