DEVELOPMENT... OpenML
Run
19708

Run 19708

Task 50 (Supervised Classification) heart-h Uploaded 16-06-2014 by Felicia West
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Flow

weka.MultiBoostAB_OneR(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_OneR(1)_C3
weka.MultiBoostAB_OneR(1)_I40
weka.MultiBoostAB_OneR(1)_P100
weka.MultiBoostAB_OneR(1)_S1
weka.MultiBoostAB_OneR(1)_Wweka.classifiers.rules.OneR
weka.OneR(1)_B6

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
0.8357
Per class
F measure
0.7726
Per class
Kappa
0.4989
KB relative information score
140.072
Mean absolute error
0.0883
Mean prior absolute error
0.1867
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7751
Per class
Predictive accuracy
0.7789
Prior entropy
1.0314
Recall
0.7789
Per class
Relative absolute error
0.473
Root mean prior squared error
0.3037
Root mean squared error
0.2816
Root relative squared error
0.9272
SciMark benchmark
918.4431[560.4886395932788954.1742964201597470.11465046420597883.5321851227451723.9057332468865]