DEVELOPMENT... OpenML
Run
20467

Run 20467

Task 48 (Supervised Classification) heart-c Uploaded 18-06-2014 by Felicia West
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Flow

weka.MultiBoostAB_BFTree(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.BFTree(1)_Ctrue
weka.BFTree(1)_M2
weka.BFTree(1)_N5
weka.BFTree(1)_PPOSTPRUNED
weka.BFTree(1)_S1
weka.MultiBoostAB_BFTree(1)_C3
weka.MultiBoostAB_BFTree(1)_I160
weka.MultiBoostAB_BFTree(1)_P100
weka.MultiBoostAB_BFTree(1)_S1
weka.MultiBoostAB_BFTree(1)_Wweka.classifiers.trees.BFTree

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
0.8182
Per class
F measure
0.808
Per class
Kappa
0.6123
KB relative information score
175.0676
Mean absolute error
0.0765
Mean prior absolute error
0.2004
Number of instances
303
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8085
Per class
Predictive accuracy
0.8086
Prior entropy
1.0792
Recall
0.8086
Per class
Relative absolute error
0.3818
Root mean prior squared error
0.315
Root mean squared error
0.2765
Root relative squared error
0.8779
SciMark benchmark
945.321[557.97846463271251012.8541257252805481.93081680843505909.27509318503251764.5664888040972]