DEVELOPMENT... OpenML
Run
112140

Run 112140

Task 3557 (Supervised Classification) schizo 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
0.9804
Per class
Build CPU time
0.3451
Build memory
558672377.6
F measure
0.9441
Per class
Kappa
0.8879
KB relative information score
302.4246
Mean absolute error
0.055
Mean prior absolute error
0.4992
Number of instances
340
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9444
Per class
Predictive accuracy
0.9441
Prior entropy
0.9988
Recall
0.9441
Per class
Relative absolute error
0.1101
Root mean prior squared error
0.4996
Root mean squared error
0.2281
Root relative squared error
0.4565
SciMark benchmark
943.4039