DEVELOPMENT... OpenML
Run
164595

Run 164595

Task 48 (Supervised Classification) heart-c Uploaded 17-02-2015 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)_I160
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
0.9053
Per class
F measure
0.8312
Per class
Kappa
0.6593
KB relative information score
187.4756
Mean absolute error
0.068
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
0.8317
Per class
Predictive accuracy
0.8317
Prior entropy
1.0792
Recall
0.8317
Per class
Relative absolute error
0.3394
Root mean prior squared error
0.315
Root mean squared error
0.2434
Root relative squared error
0.7727
SciMark benchmark
942.1229
UserCPU time millis
120
UserCPU time millis testing
10
UserCPU time millis training
110