DEVELOPMENT... OpenML
Run
111857

Run 111857

Task 3916 (Supervised Classification) kc1-binary 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)_I80
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
0.7451
Per class
Build CPU time
1.335
Build memory
1171585275.2552
F measure
0.7257
Per class
Kappa
0.4396
KB relative information score
61.5515
Mean absolute error
0.2755
Mean prior absolute error
0.4853
Number of instances
145
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7297
Per class
Predictive accuracy
0.7241
Prior entropy
0.979
Recall
0.7241
Per class
Relative absolute error
0.5676
Root mean prior squared error
0.4925
Root mean squared error
0.5244
Root relative squared error
1.0648
SciMark benchmark
890.3066