DEVELOPMENT... OpenML
Run
112490

Run 112490

Task 20 (Supervised Classification) mfeat-pixel 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
0.9885
Per class
Build CPU time
2.7554
Build memory
100383634.4
F measure
0.938
Per class
Kappa
0.9311
KB relative information score
1870.3439
Mean absolute error
0.013
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9383
Per class
Predictive accuracy
0.938
Prior entropy
3.3219
Recall
0.938
Per class
Relative absolute error
0.072
Root mean prior squared error
0.3
Root mean squared error
0.1087
Root relative squared error
0.3622
SciMark benchmark
934.6076