Run
13151

Run 13151

Task 6 (Supervised Classification) letter 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
0.9514
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7224
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7118
Cross-validation details (10-fold Crossvalidation)
KB relative information score
227.3104
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0739
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
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
0.7258
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7229
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.7229
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9986
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.192
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9986
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.3827[567.60190887821451016.0585376856843483.6674820550281910.22218605324211754.3633351405556]