DEVELOPMENT... OpenML
Run
105226

Run 105226

Task 1806 (Supervised Classification) haberman Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_ADTree(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.ADTree(2)_B10
weka.ADTree(2)_E-3
weka.ADTree(2)_S1
weka.AdaBoostM1_ADTree(2)_I10
weka.AdaBoostM1_ADTree(2)_P100
weka.AdaBoostM1_ADTree(2)_S1
weka.AdaBoostM1_ADTree(2)_Wweka.classifiers.trees.ADTree

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
0.6322
Per class
Build CPU time
0.0309
Build memory
1819365961.6
F measure
0.6829
Per class
Kappa
0.1647
KB relative information score
140.4156
Mean absolute error
0.3214
Mean prior absolute error
0.39
Number of instances
1530
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6758
Per class
Predictive accuracy
0.6928
Prior entropy
0.836
Recall
0.6928
Per class
Relative absolute error
0.8241
Root mean prior squared error
0.4412
Root mean squared error
0.4991
Root relative squared error
1.1312
SciMark benchmark
909.8271