DEVELOPMENT... OpenML
Run
112231

Run 112231

Task 2074 (Supervised Classification) satimage 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)_I40
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
0.9623
Per class
Build CPU time
24.5934
Build memory
2915037538.4
F measure
0.9216
Per class
Kappa
0.9049
KB relative information score
5819.0348
Mean absolute error
0.0258
Mean prior absolute error
0.2701
Number of instances
6430
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9213
Per class
Predictive accuracy
0.9232
Prior entropy
2.4836
Recall
0.9232
Per class
Relative absolute error
0.0954
Root mean prior squared error
0.3675
Root mean squared error
0.1588
Root relative squared error
0.4321
SciMark benchmark
927.3354