DEVELOPMENT... OpenML
Run
23418

Run 23418

Task 52 (Supervised Classification) heart-statlog Uploaded 25-06-2014 by Felicia West
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Flow

weka.MultiBoostAB_JRip(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.JRip(1)_F3
weka.JRip(1)_N2.0
weka.JRip(1)_O2
weka.JRip(1)_S1
weka.MultiBoostAB_JRip(1)_C3
weka.MultiBoostAB_JRip(1)_I160
weka.MultiBoostAB_JRip(1)_P100
weka.MultiBoostAB_JRip(1)_S1
weka.MultiBoostAB_JRip(1)_Wweka.classifiers.rules.JRip

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
0.8416
Per class
F measure
0.7817
Per class
Kappa
0.5586
KB relative information score
146.7067
Mean absolute error
0.2259
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
0.7822
Per class
Predictive accuracy
0.7815
Prior entropy
0.9912
Recall
0.7815
Per class
Relative absolute error
0.4573
Root mean prior squared error
0.4969
Root mean squared error
0.4278
Root relative squared error
0.8609
SciMark benchmark
943.9622[556.90949049104711013.3868112175512480.2065271424506912.12245438067161757.1857345400422]