DEVELOPMENT... OpenML
Run
20678

Run 20678

Task 50 (Supervised Classification) heart-h Uploaded 18-06-2014 by Felicia West
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Flow

weka.MultiBoostAB_DecisionStump(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_DecisionStump(1)_C3
weka.MultiBoostAB_DecisionStump(1)_I160
weka.MultiBoostAB_DecisionStump(1)_P100
weka.MultiBoostAB_DecisionStump(1)_S1
weka.MultiBoostAB_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump

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
0.8951
Per class
F measure
0.8302
Per class
Kappa
0.627
KB relative information score
166.8497
Mean absolute error
0.071
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
0.8318
Per class
Predictive accuracy
0.8333
Prior entropy
1.0314
Recall
0.8333
Per class
Relative absolute error
0.3802
Root mean prior squared error
0.3037
Root mean squared error
0.2499
Root relative squared error
0.823
SciMark benchmark
913.6532[521.60308362179511013.919993711725483.449727694041903.32186243855711645.9714299626996]