DEVELOPMENT... OpenML
Run
112268

Run 112268

Task 3707 (Supervised Classification) analcatdata_runshoes 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
0.7645
Per class
Build CPU time
0.0171
Build memory
526165341.6
F measure
0.7188
Per class
Kappa
0.4218
KB relative information score
24.3365
Mean absolute error
0.281
Mean prior absolute error
0.4806
Number of instances
60
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7246
Per class
Predictive accuracy
0.7167
Prior entropy
0.9728
Recall
0.7167
Per class
Relative absolute error
0.5847
Root mean prior squared error
0.4899
Root mean squared error
0.5169
Root relative squared error
1.0551
SciMark benchmark
873.8637