DEVELOPMENT... OpenML
Run
161455

Run 161455

Task 48 (Supervised Classification) heart-c Uploaded 16-02-2015 by Felicia West
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Flow

weka.MultiBoostAB_DecisionStump(2)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_DecisionStump(2)_C3
weka.MultiBoostAB_DecisionStump(2)_I10
weka.MultiBoostAB_DecisionStump(2)_P100
weka.MultiBoostAB_DecisionStump(2)_S1
weka.MultiBoostAB_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.8913
Per class
F measure
0.8234
Per class
Kappa
0.6433
KB relative information score
182.5406
Mean absolute error
0.0722
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
0.8284
Per class
Predictive accuracy
0.8251
Prior entropy
1.0792
Recall
0.8251
Per class
Relative absolute error
0.3601
Root mean prior squared error
0.315
Root mean squared error
0.243
Root relative squared error
0.7713
SciMark benchmark
933.8635
UserCPU time millis
10
UserCPU time millis training
10