DEVELOPMENT... OpenML
Run
111535

Run 111535

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)_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.

21 Evaluation measures

Area under ROC curve
0.9206
Per class
Build CPU time
36.511
Build memory
1448776260
F measure
0.8243
Per class
Kappa
0.8051
KB relative information score
8185.9041
Mean absolute error
0.035
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
0.8253
Per class
Predictive accuracy
0.8246
Prior entropy
3.3219
Recall
0.8246
Per class
Relative absolute error
0.1946
Root mean prior squared error
0.3
Root mean squared error
0.1855
Root relative squared error
0.6183
SciMark benchmark
916.8516