DEVELOPMENT... OpenML
Run
111249

Run 111249

Task 3898 (Supervised Classification) kc1-top5 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
0.6734
Per class
Build CPU time
0.3869
Build memory
1097151942.731
F measure
0.9411
Per class
Kappa
0.4002
KB relative information score
35.389
Mean absolute error
0.0552
Mean prior absolute error
0.1096
Number of instances
145
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9384
Per class
Predictive accuracy
0.9448
Prior entropy
0.3323
Recall
0.9448
Per class
Relative absolute error
0.5032
Root mean prior squared error
0.2284
Root mean squared error
0.2348
Root relative squared error
1.0282
SciMark benchmark
908.8705