DEVELOPMENT... OpenML
Run
111001

Run 111001

Task 3592 (Supervised Classification) fri_c2_100_5 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)_I160
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
0.8215
Per class
Build CPU time
0.0331
Build memory
901145872
F measure
0.8096
Per class
Kappa
0.6025
KB relative information score
60.5923
Mean absolute error
0.1855
Mean prior absolute error
0.4804
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8093
Per class
Predictive accuracy
0.81
Prior entropy
0.9721
Recall
0.81
Per class
Relative absolute error
0.3861
Root mean prior squared error
0.4899
Root mean squared error
0.4196
Root relative squared error
0.8564
SciMark benchmark
925.481