DEVELOPMENT... OpenML
Run
133543

Run 133543

Task 1778 (Supervised Classification) mfeat-fourier Uploaded 27-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomForest(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_RandomForest(2)_I10
weka.AdaBoostM1_RandomForest(2)_P100
weka.AdaBoostM1_RandomForest(2)_S1
weka.AdaBoostM1_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.9801
Per class
Build CPU time
0.9449
Build memory
848795566.4
F measure
0.8253
Per class
Kappa
0.8071
KB relative information score
7223.3876
Mean absolute error
0.0819
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
0.8255
Per class
Predictive accuracy
0.8264
Prior entropy
3.3219
Recall
0.8264
Per class
Relative absolute error
0.455
Root mean prior squared error
0.3
Root mean squared error
0.1744
Root relative squared error
0.5812
SciMark benchmark
939.9709