DEVELOPMENT... OpenML
Run
24707

Run 24707

Task 50 (Supervised Classification) heart-h Uploaded 15-07-2014 by Felicia West
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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
F measure
0.7914
Per class
Kappa
0.5454
KB relative information score
144.2033
Mean absolute error
0.0869
Mean prior absolute error
0.1867
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7907
Per class
Predictive accuracy
0.7925
Prior entropy
1.0314
Recall
0.7925
Per class
Relative absolute error
0.4653
Root mean prior squared error
0.3037
Root mean squared error
0.2432
Root relative squared error
0.8007
SciMark benchmark
596.5382[345.6679822991243901.2885863823998249.35944402575984525.5493272064665960.8257070148304]