DEVELOPMENT... OpenML
Run
110936

Run 110936

Task 3499 (Supervised Classification) squash-stored 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)_I160
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
0.7038
Per class
Build CPU time
0.102
Build memory
954502398.4615
F measure
0.6285
Per class
Kappa
0.3961
KB relative information score
23.6221
Mean absolute error
0.2438
Mean prior absolute error
0.4135
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6312
Per class
Predictive accuracy
0.6346
Prior entropy
1.4782
Recall
0.6346
Per class
Relative absolute error
0.5895
Root mean prior squared error
0.4538
Root mean squared error
0.4798
Root relative squared error
1.0573
SciMark benchmark
873.8637