DEVELOPMENT... OpenML
Run
112630

Run 112630

Task 1778 (Supervised Classification) mfeat-fourier 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)_I20
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
0.9462
Per class
Build CPU time
8.663
Build memory
842307250.4
F measure
0.818
Per class
Kappa
0.7977
KB relative information score
8144.9927
Mean absolute error
0.0367
Mean prior absolute error
0.18
Number of instances
10000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8189
Per class
Predictive accuracy
0.8179
Prior entropy
3.3219
Recall
0.8179
Per class
Relative absolute error
0.2042
Root mean prior squared error
0.3
Root mean squared error
0.1853
Root relative squared error
0.6178
SciMark benchmark
943.4039