DEVELOPMENT... OpenML
Run
162406

Run 162406

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)_I20
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
0.9028
Per class
F measure
0.8211
Per class
Kappa
0.6386
KB relative information score
180.9656
Mean absolute error
0.0729
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
0.8221
Per class
Predictive accuracy
0.8218
Prior entropy
1.0792
Recall
0.8218
Per class
Relative absolute error
0.3636
Root mean prior squared error
0.315
Root mean squared error
0.2456
Root relative squared error
0.7798
SciMark benchmark
939.7623
UserCPU time millis
20
UserCPU time millis training
20