Run
6122

Run 6122

Task 1806 (Supervised Classification) haberman 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
0.625
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.7029
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.1909
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
89.8873
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.3512
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
1530
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7044
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.7405
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.7405
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.9004
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.4407
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.9988
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
948.4229[568.15657261516061014.9881711071126483.2321174670136911.17132945493631764.5664888040972]