Run
9274

Run 9274

Task 42 (Supervised Classification) haberman Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.MultiClassClassifier_Logistic(1)Weka implementation of MultiClassClassifier
weka.Logistic(1)_M-1
weka.Logistic(1)_R1.0E-8
weka.MultiClassClassifier_Logistic(1)_M0
weka.MultiClassClassifier_Logistic(1)_R2.0
weka.MultiClassClassifier_Logistic(1)_S1
weka.MultiClassClassifier_Logistic(1)_Wweka.classifiers.functions.Logistic

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
0.6641
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6974
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1741
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25.6337
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3485
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7147
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7484
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7484
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8937
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4256
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9646
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.6832[559.23073532101811014.9881711071126488.5085743230882911.80521739130441758.8835103978397]