DEVELOPMENT... OpenML
Run
118416

Run 118416

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)_I10
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
0.6702
Per class
Build CPU time
0.213
Build memory
251736976.366
F measure
0.6862
Per class
Kappa
0.1562
KB relative information score
40.4371
Mean absolute error
0.3154
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
0.6765
Per class
Predictive accuracy
0.7092
Prior entropy
0.836
Recall
0.7092
Per class
Relative absolute error
0.8088
Root mean prior squared error
0.4412
Root mean squared error
0.4619
Root relative squared error
1.047
SciMark benchmark
942.3919