DEVELOPMENT... OpenML
Run
121760

Run 121760

Task 50 (Supervised Classification) heart-h Uploaded 12-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LMT(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_LMT(2)_I160
weka.AdaBoostM1_LMT(2)_P100
weka.AdaBoostM1_LMT(2)_S1
weka.AdaBoostM1_LMT(2)_Wweka.classifiers.trees.LMT
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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.

21 Evaluation measures

Area under ROC curve
0.8065
Per class
Build CPU time
67.2905
Build memory
921370121.8231
F measure
0.8219
Per class
Kappa
0.6116
KB relative information score
166.3906
Mean absolute error
0.0708
Mean prior absolute error
0.1867
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8215
Per class
Predictive accuracy
0.8231
Prior entropy
1.0314
Recall
0.8231
Per class
Relative absolute error
0.379
Root mean prior squared error
0.3037
Root mean squared error
0.2659
Root relative squared error
0.8757
SciMark benchmark
942.3919