DEVELOPMENT... OpenML
Run
7433

Run 7433

Task 52 (Supervised Classification) heart-statlog Uploaded 22-05-2014 by Felicia West
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Flow

weka.Bagging_REPTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(1)_I30
weka.Bagging_REPTree(1)_P100
weka.Bagging_REPTree(1)_S1
weka.Bagging_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(1)_num-slots1
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

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
0.8867
Per class
F measure
0.8359
Per class
Kappa
0.6667
KB relative information score
124.4676
Mean absolute error
0.2837
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8381
Per class
Predictive accuracy
0.837
Prior entropy
0.9912
Recall
0.837
Per class
Relative absolute error
0.5745
Root mean prior squared error
0.4969
Root mean squared error
0.3639
Root relative squared error
0.7324
SciMark benchmark
948.0258[570.19961794685981015.7907504114269483.449727694041911.80521739130441758.8835103978397]