Run
6612

Run 6612

Task 32 (Supervised Classification) pendigits Uploaded 15-05-2014 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
0.9925
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9358
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9286
Cross-validation details (10-fold Crossvalidation)
KB relative information score
808.4828
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1763
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
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
0.9359
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9358
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.9358
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9795
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2938
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9795
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
936.7453[562.8398363608846968.0758193653768480.85168147774846913.07556704216551758.8835103978397]