DEVELOPMENT... OpenML
Run
163133

Run 163133

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)_I40
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
0.9045
Per class
F measure
0.8346
Per class
Kappa
0.6661
KB relative information score
187.3469
Mean absolute error
0.0687
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
0.8349
Per class
Predictive accuracy
0.835
Prior entropy
1.0792
Recall
0.835
Per class
Relative absolute error
0.343
Root mean prior squared error
0.315
Root mean squared error
0.2399
Root relative squared error
0.7615
SciMark benchmark
876.8277
UserCPU time millis
50
UserCPU time millis testing
10
UserCPU time millis training
40