DEVELOPMENT... OpenML
Run
117948

Run 117948

Task 52 (Supervised Classification) heart-statlog 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)_I20
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
0.8558
Per class
Build CPU time
0.5272
Build memory
681554807.2
F measure
0.7661
Per class
Kappa
0.5255
KB relative information score
143.5822
Mean absolute error
0.2295
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7661
Per class
Predictive accuracy
0.7667
Prior entropy
0.9912
Recall
0.7667
Per class
Relative absolute error
0.4647
Root mean prior squared error
0.4969
Root mean squared error
0.4573
Root relative squared error
0.9204
SciMark benchmark
919.5971