Run
10526

Run 10526

Task 20 (Supervised Classification) mfeat-pixel 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
0.7913
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4143
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3583
Cross-validation details (10-fold Crossvalidation)
KB relative information score
103.3112
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1776
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
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
0.4284
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4225
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.4225
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9869
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2962
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9874
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.8768[567.41723221127641015.7907504114269484.10363182779514910.22218605324211766.8499488170112]