Run
24707

Run 24707

Task 50 (Supervised Classification) heart-h Uploaded 15-07-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_IBk(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_IBk(1)_I160
weka.Bagging_IBk(1)_P100
weka.Bagging_IBk(1)_S1
weka.Bagging_IBk(1)_Wweka.classifiers.lazy.IBk
weka.Bagging_IBk(1)_num-slots1
weka.IBk(1)_Atrue
weka.IBk(1)_K1
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
0.8803
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7914
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5454
Cross-validation details (10-fold Crossvalidation)
KB relative information score
144.2033
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0869
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
0.7907
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7925
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0314
Cross-validation details (10-fold Crossvalidation)
Recall
0.7925
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4653
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8007
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
596.5382[345.6679822991243901.2885863823998249.35944402575984525.5493272064665960.8257070148304]