DEVELOPMENT... OpenML
Run
111032

Run 111032

Task 3612 (Supervised Classification) fri_c1_250_25 Uploaded 09-12-2014 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.

21 Evaluation measures

Area under ROC curve
0.888
Per class
Build CPU time
2.0464
Build memory
79652706.4
F measure
0.8915
Per class
Kappa
0.7776
KB relative information score
194.4633
Mean absolute error
0.1076
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
0.2198
Root mean prior squared error
0.4948
Root mean squared error
0.3273
Root relative squared error
0.6615
SciMark benchmark
939.6298