DEVELOPMENT... OpenML
Run
80765

Run 80765

Task 250 (Supervised Classification) mfeat-pixel Uploaded 02-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I10
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
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
0.9872
Per class
Build CPU time
0.091
Build memory
2601784584
F measure
0.8932
Per class
Kappa
0.882
KB relative information score
486.1087
Mean absolute error
0.0802
Mean prior absolute error
0.18
Number of instances
660
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8935
Per class
Predictive accuracy
0.8939
Prior entropy
3.3219
Recall
0.8939
Per class
Relative absolute error
0.4455
Root mean prior squared error
0.3
Root mean squared error
0.1662
Root relative squared error
0.5541
SciMark benchmark
949.2096