DEVELOPMENT... OpenML
Run
15931

Run 15931

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

weka.MultiBoostAB_J48(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.J48(1)_C0.25
weka.J48(1)_M2
weka.MultiBoostAB_J48(1)_C3
weka.MultiBoostAB_J48(1)_I80
weka.MultiBoostAB_J48(1)_P100
weka.MultiBoostAB_J48(1)_S1
weka.MultiBoostAB_J48(1)_Wweka.classifiers.trees.J48

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
0.8171
Per class
F measure
0.8034
Per class
Kappa
0.6015
KB relative information score
161.2572
Mean absolute error
0.1981
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
0.8034
Per class
Predictive accuracy
0.8037
Prior entropy
0.9912
Recall
0.8037
Per class
Relative absolute error
0.401
Root mean prior squared error
0.4969
Root mean squared error
0.4415
Root relative squared error
0.8885
SciMark benchmark
930.5929[550.58101308439061013.919993711725473.2224763010988896.21881802907471719.0221135167596]