DEVELOPMENT... OpenML
Run
146004

Run 146004

Task 3617 (Supervised Classification) fri_c4_1000_10 Uploaded 31-01-2015 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)_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.

22 Evaluation measures

Area under ROC curve
0.8894
Per class
F measure
0.8876
Per class
Kappa
0.7715
KB relative information score
770.9222
Mean absolute error
0.1122
Mean prior absolute error
0.4928
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8882
Per class
Predictive accuracy
0.888
Prior entropy
0.9896
Recall
0.888
Per class
Relative absolute error
0.2277
Root mean prior squared error
0.4964
Root mean squared error
0.3347
Root relative squared error
0.6743
SciMark benchmark
831.3777
UserCPU time millis
7470
UserCPU time millis testing
270
UserCPU time millis training
7200