Run
6424

Run 6424

Task 10 (Supervised Classification) lymph 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
0.8487
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7828
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.586
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-17.2598
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3202
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
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
0.8039
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7703
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.7703
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1959
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3746
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0293
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
921.4704[573.0094255478485881.4981299929174480.6364546036713912.75766683510371759.4501199261804]