DEVELOPMENT... OpenML
Run
16356

Run 16356

Task 52 (Supervised Classification) heart-statlog Uploaded 04-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_JRip(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_JRip(1)_I10
weka.AdaBoostM1_JRip(1)_P100
weka.AdaBoostM1_JRip(1)_S1
weka.AdaBoostM1_JRip(1)_Wweka.classifiers.rules.JRip
weka.JRip(1)_F3
weka.JRip(1)_N2.0
weka.JRip(1)_O2
weka.JRip(1)_S1

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
0.8463
Per class
F measure
0.778
Per class
Kappa
0.5507
KB relative information score
143.9275
Mean absolute error
0.2314
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
0.7782
Per class
Predictive accuracy
0.7778
Prior entropy
0.9912
Recall
0.7778
Per class
Relative absolute error
0.4686
Root mean prior squared error
0.4969
Root mean squared error
0.425
Root relative squared error
0.8554
SciMark benchmark
943.1888[553.02492572585251015.5230404536866483.88543266528814905.19339878208931758.3171307218695]