DEVELOPMENT... OpenML
Run
146529

Run 146529

Task 3612 (Supervised Classification) fri_c1_250_25 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
0.8915
Per class
Kappa
0.7776
KB relative information score
194.1254
Mean absolute error
0.1084
Mean prior absolute error
0.4897
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8924
Per class
Predictive accuracy
0.892
Prior entropy
0.9852
Recall
0.892
Per class
Relative absolute error
0.2215
Root mean prior squared error
0.4948
Root mean squared error
0.326
Root relative squared error
0.6589
SciMark benchmark
943.6956
UserCPU time millis
1120
UserCPU time millis testing
20
UserCPU time millis training
1100