DEVELOPMENT... OpenML
Run
112706

Run 112706

Task 3540 (Supervised Classification) analcatdata_boxing1 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
0.8832
Per class
Build CPU time
0.0047
Build memory
249311145.6
F measure
0.8019
Per class
Kappa
0.5699
KB relative information score
65.7972
Mean absolute error
0.1949
Mean prior absolute error
0.4557
Number of instances
120
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8056
Per class
Predictive accuracy
0.8
Prior entropy
0.9362
Recall
0.8
Per class
Relative absolute error
0.4277
Root mean prior squared error
0.477
Root mean squared error
0.4149
Root relative squared error
0.8698
SciMark benchmark
936.1433