DEVELOPMENT... OpenML
Run
146626

Run 146626

Task 3710 (Supervised Classification) fri_c0_1000_10 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
0.8987
Per class
F measure
0.878
Per class
Kappa
0.7559
KB relative information score
757.4139
Mean absolute error
0.1211
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
0.878
Per class
Predictive accuracy
0.878
Prior entropy
0.9998
Recall
0.878
Per class
Relative absolute error
0.2423
Root mean prior squared error
0.4999
Root mean squared error
0.3439
Root relative squared error
0.6879
SciMark benchmark
943.6956
UserCPU time millis
3090
UserCPU time millis testing
50
UserCPU time millis training
3040