Run
8302

Run 8302

Task 50 (Supervised Classification) heart-h 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
0.8853
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.826
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6215
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-199.1607
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2923
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1867
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
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
0.8256
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8265
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0314
Cross-validation details (10-fold Crossvalidation)
Recall
0.8265
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.5653
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3661
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2053
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
933.8586[561.5713683165314955.8308417694717483.6674820550281909.90626928802961758.3172656914378]