Run
11515

Run 11515

Task 52 (Supervised Classification) heart-statlog 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
0.8621
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7994
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.593
Cross-validation details (10-fold Crossvalidation)
KB relative information score
136.0601
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2527
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
270
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
0.7996
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5116
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3861
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.777
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
910.5125[560.48863959327881015.2555353338006483.88543266528814910.85475360997441582.0779577151911]