DEVELOPMENT... OpenML
Run
116663

Run 116663

Task 3645 (Supervised Classification) fri_c1_500_25 Uploaded 09-12-2014 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)_I160
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
0.9103
Per class
Build CPU time
17.4926
Build memory
308202640
F measure
0.8818
Per class
Kappa
0.7623
KB relative information score
381.4357
Mean absolute error
0.1177
Mean prior absolute error
0.4977
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8822
Per class
Predictive accuracy
0.882
Prior entropy
0.9967
Recall
0.882
Per class
Relative absolute error
0.2365
Root mean prior squared error
0.4988
Root mean squared error
0.3391
Root relative squared error
0.6798
SciMark benchmark
913.3372