DEVELOPMENT... OpenML
Run
117939

Run 117939

Task 42 (Supervised Classification) haberman 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
0.6622
Per class
Build CPU time
0.4206
Build memory
714369031.0327
F measure
0.6645
Per class
Kappa
0.1043
KB relative information score
30.4218
Mean absolute error
0.3208
Mean prior absolute error
0.39
Number of instances
306
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6532
Per class
Predictive accuracy
0.683
Prior entropy
0.836
Recall
0.683
Per class
Relative absolute error
0.8225
Root mean prior squared error
0.4412
Root mean squared error
0.4846
Root relative squared error
1.0985
SciMark benchmark
923.3659