DEVELOPMENT... OpenML
Run
112053

Run 112053

Task 2273 (Supervised Classification) meta_batchincremental.arff 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
0.6431
Per class
Build CPU time
0.3719
Build memory
247556387.4595
F measure
0.6114
Per class
Kappa
0.1992
KB relative information score
14.645
Mean absolute error
0.1821
Mean prior absolute error
0.2519
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5893
Per class
Predictive accuracy
0.6351
Prior entropy
1.3842
Recall
0.6351
Per class
Relative absolute error
0.7228
Root mean prior squared error
0.3504
Root mean squared error
0.4224
Root relative squared error
1.2054
SciMark benchmark
943.7751