Run
9856

Run 9856

Task 50 (Supervised Classification) heart-h 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)_K7
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
0.8888
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8224
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6132
Cross-validation details (10-fold Crossvalidation)
KB relative information score
148.1175
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0867
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
0.8219
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8231
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0314
Cross-validation details (10-fold Crossvalidation)
Recall
0.8231
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4645
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2228
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7336
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
923.4612[565.5774034618904902.555042907464483.88543266528814911.48820099582031753.799996626104]