DEVELOPMENT... OpenML
Run
146523

Run 146523

Task 3606 (Supervised Classification) fri_c3_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
0.9269
Per class
F measure
0.9128
Per class
Kappa
0.8228
KB relative information score
822.9307
Mean absolute error
0.0866
Mean prior absolute error
0.4928
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
0.9131
Per class
Predictive accuracy
0.913
Prior entropy
0.9896
Recall
0.913
Per class
Relative absolute error
0.1758
Root mean prior squared error
0.4964
Root mean squared error
0.2921
Root relative squared error
0.5885
SciMark benchmark
943.6956
UserCPU time millis
3380
UserCPU time millis testing
60
UserCPU time millis training
3320