DEVELOPMENT... OpenML
Run
146683

Run 146683

Task 3767 (Supervised Classification) fri_c0_1000_50 Uploaded 01-02-2015 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.

22 Evaluation measures

Area under ROC curve
0.8911
Per class
F measure
0.864
Per class
Kappa
0.7279
KB relative information score
726.4761
Mean absolute error
0.1368
Mean prior absolute error
0.4998
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.864
Per class
Predictive accuracy
0.864
Prior entropy
0.9997
Recall
0.864
Per class
Relative absolute error
0.2737
Root mean prior squared error
0.4999
Root mean squared error
0.3678
Root relative squared error
0.7357
SciMark benchmark
889.9795
UserCPU time millis
16110
UserCPU time millis testing
50
UserCPU time millis training
16060