DEVELOPMENT... OpenML
Run
23319

Run 23319

Task 52 (Supervised Classification) heart-statlog Uploaded 24-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_J48(1)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_J48(1)_I20
weka.AdaBoostM1_J48(1)_P100
weka.AdaBoostM1_J48(1)_S1
weka.AdaBoostM1_J48(1)_Wweka.classifiers.trees.J48
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
0.8193
Per class
F measure
0.7699
Per class
Kappa
0.5334
KB relative information score
146.4846
Mean absolute error
0.224
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
0.7698
Per class
Predictive accuracy
0.7704
Prior entropy
0.9912
Recall
0.7704
Per class
Relative absolute error
0.4536
Root mean prior squared error
0.4969
Root mean squared error
0.4643
Root relative squared error
0.9345
SciMark benchmark
887.3153[548.3309157930131947.8381776839308483.23216931738307903.01071657967621554.1643221946483]