DEVELOPMENT... OpenML
Run
117943

Run 117943

Task 48 (Supervised Classification) heart-c 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
0.8561
Per class
Build CPU time
1.1813
Build memory
116852019.0891
F measure
0.7983
Per class
Kappa
0.5929
KB relative information score
164.1728
Mean absolute error
0.0846
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
0.7984
Per class
Predictive accuracy
0.7987
Prior entropy
1.0792
Recall
0.7987
Per class
Relative absolute error
0.4224
Root mean prior squared error
0.315
Root mean squared error
0.2748
Root relative squared error
0.8725
SciMark benchmark
937.9603