DEVELOPMENT... OpenML
Run
116908

Run 116908

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)_I80
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
0.829
Per class
Build CPU time
2.0018
Build memory
65884663.2
F measure
0.8072
Per class
Kappa
0.6093
KB relative information score
159.5743
Mean absolute error
0.202
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
0.8072
Per class
Predictive accuracy
0.8074
Prior entropy
0.9912
Recall
0.8074
Per class
Relative absolute error
0.4091
Root mean prior squared error
0.4969
Root mean squared error
0.4398
Root relative squared error
0.885
SciMark benchmark
923.3659