DEVELOPMENT... OpenML
Run
146120

Run 146120

Task 3743 (Supervised Classification) fri_c2_500_25 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
0.8723
Per class
F measure
0.8763
Per class
Kappa
0.7381
KB relative information score
368.9984
Mean absolute error
0.1224
Mean prior absolute error
0.4768
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8793
Per class
Predictive accuracy
0.878
Prior entropy
0.9664
Recall
0.878
Per class
Relative absolute error
0.2567
Root mean prior squared error
0.4882
Root mean squared error
0.3493
Root relative squared error
0.7155
SciMark benchmark
915.2795
UserCPU time millis
5700
UserCPU time millis testing
60
UserCPU time millis training
5640