DEVELOPMENT... OpenML
Run
16008

Run 16008

Task 52 (Supervised Classification) heart-statlog Uploaded 04-06-2014 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)_I40
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
0.8029
Per class
F measure
0.8032
Per class
Kappa
0.6008
KB relative information score
161.3977
Mean absolute error
0.1978
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
0.8033
Per class
Predictive accuracy
0.8037
Prior entropy
0.9912
Recall
0.8037
Per class
Relative absolute error
0.4004
Root mean prior squared error
0.4969
Root mean squared error
0.4421
Root relative squared error
0.8897
SciMark benchmark
949.3373[568.52692162335691015.5230404536866480.4213690634573913.07564286738091769.1394630054465]