Run
6100

Run 6100

Task 339 (Supervised Classification) LED(50000) Uploaded 14-05-2014 by Joaquin Vanschoren
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Flow

weka.Logistic(1)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(1)_M-1
weka.Logistic(1)_R1.0E-8

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9059
Per class
Cross-validation details (33% Holdout set)
F measure
0.5439
Per class
Cross-validation details (33% Holdout set)
Kappa
0.501
Cross-validation details (33% Holdout set)
KB relative information score
171209.9991
Cross-validation details (33% Holdout set)
Mean absolute error
0.1155
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.18
Cross-validation details (33% Holdout set)
Number of instances
330000
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5433
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.5509
Cross-validation details (33% Holdout set)
Prior entropy
3.3219
Cross-validation details (33% Holdout set)
Recall
0.5509
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.6416
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3
Cross-validation details (33% Holdout set)
Root mean squared error
0.2403
Cross-validation details (33% Holdout set)
Root relative squared error
0.8009
Cross-validation details (33% Holdout set)
SciMark benchmark
945.2237[564.114047767191014.4538012229739483.6674820550281906.13207810932491757.7512505720342]
Total cost