Run
9685

Run 9685

Task 48 (Supervised Classification) heart-c Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.IBk(1)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(1)_Atrue
weka.IBk(1)_K4
weka.IBk(1)_W0

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
0.8641
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8206
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6377
Cross-validation details (10-fold Crossvalidation)
KB relative information score
150.3801
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0977
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2004
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
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
0.8231
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8218
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0792
Cross-validation details (10-fold Crossvalidation)
Recall
0.8218
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4877
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.315
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2396
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7608
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.6071[565.76084051053911015.52310425331484.3219757802961911.48812543402991740.9415372331882]