DEVELOPMENT... OpenML
Run
112805

Run 112805

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)_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
0.9669
Per class
Build CPU time
11.4218
Build memory
1164977669.6
F measure
0.9146
Per class
Kappa
0.8963
KB relative information score
5771.4267
Mean absolute error
0.0282
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
0.9144
Per class
Predictive accuracy
0.9162
Prior entropy
2.4836
Recall
0.9162
Per class
Relative absolute error
0.1044
Root mean prior squared error
0.3675
Root mean squared error
0.1644
Root relative squared error
0.4475
SciMark benchmark
916.1588