DEVELOPMENT... OpenML
Run
146628

Run 146628

Task 3600 (Supervised Classification) ailerons Uploaded 01-02-2015 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)_I80
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.

22 Evaluation measures

Area under ROC curve
0.8945
Per class
F measure
0.8835
Per class
Kappa
0.7614
KB relative information score
10436.9682
Mean absolute error
0.1165
Mean prior absolute error
0.4884
Number of instances
13750
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8835
Per class
Predictive accuracy
0.8836
Prior entropy
0.9832
Recall
0.8836
Per class
Relative absolute error
0.2385
Root mean prior squared error
0.4942
Root mean squared error
0.3391
Root relative squared error
0.6861
SciMark benchmark
904.3001
UserCPU time millis
454590
UserCPU time millis testing
2220
UserCPU time millis training
452370