DEVELOPMENT... OpenML
Run
112570

Run 112570

Task 1768 (Supervised Classification) labor Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_J48(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_J48(2)_I20
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.8607
Per class
Build CPU time
0.0038
Build memory
227952263.6351
F measure
0.8498
Per class
Kappa
0.6657
KB relative information score
179.8806
Mean absolute error
0.1643
Mean prior absolute error
0.457
Number of instances
285
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8515
Per class
Predictive accuracy
0.8526
Prior entropy
0.9393
Recall
0.8526
Per class
Relative absolute error
0.3595
Root mean prior squared error
0.4773
Root mean squared error
0.3806
Root relative squared error
0.7974
SciMark benchmark
920.7965