DEVELOPMENT... OpenML
Run
117447

Run 117447

Task 280 (Supervised Classification) heart-h Uploaded 10-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LADTree(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_LADTree(2)_I40
weka.AdaBoostM1_LADTree(2)_P100
weka.AdaBoostM1_LADTree(2)_S1
weka.AdaBoostM1_LADTree(2)_Wweka.classifiers.trees.LADTree
weka.LADTree(2)_B10

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
0.8251
Per class
Build CPU time
1.389
Build memory
94064192
F measure
0.8059
Per class
Kappa
0.571
KB relative information score
53.174
Mean absolute error
0.0744
Mean prior absolute error
0.1867
Number of instances
97
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.818
Per class
Predictive accuracy
0.8144
Prior entropy
1.0314
Recall
0.8144
Per class
Relative absolute error
0.3983
Root mean prior squared error
0.3038
Root mean squared error
0.2675
Root relative squared error
0.8806
SciMark benchmark
924.6733