DEVELOPMENT... OpenML
Run
135941

Run 135941

Task 1778 (Supervised Classification) mfeat-fourier Uploaded 28-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomTree(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_RandomTree(2)_I80
weka.AdaBoostM1_RandomTree(2)_P100
weka.AdaBoostM1_RandomTree(2)_S1
weka.AdaBoostM1_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.7901
Per class
Build CPU time
0.0329
Build memory
1962173118.4
F measure
0.623
Per class
Kappa
0.5801
KB relative information score
6048.0824
Mean absolute error
0.0756
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
0.6244
Per class
Predictive accuracy
0.6221
Prior entropy
3.3219
Recall
0.6221
Per class
Relative absolute error
0.4199
Root mean prior squared error
0.3
Root mean squared error
0.2749
Root relative squared error
0.9164
SciMark benchmark
934.6076