DEVELOPMENT... OpenML
Run
112916

Run 112916

Task 3798 (Supervised Classification) fri_c1_250_10 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
0.9505
Per class
Build CPU time
0.0884
Build memory
279304120.8
F measure
0.8959
Per class
Kappa
0.7885
KB relative information score
197.5002
Mean absolute error
0.1035
Mean prior absolute error
0.4929
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8959
Per class
Predictive accuracy
0.896
Prior entropy
0.9898
Recall
0.896
Per class
Relative absolute error
0.21
Root mean prior squared error
0.4964
Root mean squared error
0.3047
Root relative squared error
0.6138
SciMark benchmark
935.6292