DEVELOPMENT... OpenML
Run
113470

Run 113470

Task 3781 (Supervised Classification) fri_c4_250_50 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)_I10
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
0.8398
Per class
Build CPU time
0.2105
Build memory
1520998662.4
F measure
0.7757
Per class
Kappa
0.548
KB relative information score
136.3614
Mean absolute error
0.2253
Mean prior absolute error
0.4968
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
0.7757
Per class
Predictive accuracy
0.776
Prior entropy
0.9955
Recall
0.776
Per class
Relative absolute error
0.4534
Root mean prior squared error
0.4984
Root mean squared error
0.4576
Root relative squared error
0.9182
SciMark benchmark
917.4547