DEVELOPMENT... OpenML
Run
21942

Run 21942

Task 48 (Supervised Classification) heart-c Uploaded 21-06-2014 by Felicia West
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Flow

weka.Bagging_J48(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(1)_I160
weka.Bagging_J48(1)_P100
weka.Bagging_J48(1)_S1
weka.Bagging_J48(1)_Wweka.classifiers.trees.J48
weka.Bagging_J48(1)_num-slots1
weka.J48(1)_C0.25
weka.J48(1)_M2

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
0.902
Per class
F measure
0.8246
Per class
Kappa
0.6459
KB relative information score
145.1582
Mean absolute error
0.1039
Mean prior absolute error
0.2004
Number of instances
303
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8251
Per class
Predictive accuracy
0.8251
Prior entropy
1.0792
Recall
0.8251
Per class
Relative absolute error
0.5187
Root mean prior squared error
0.315
Root mean squared error
0.2236
Root relative squared error
0.7099
SciMark benchmark
945.2349[559.94883937717861014.4538648883195483.2321174670136910.22218605324211758.3172656914378]