DEVELOPMENT... OpenML
Run
79581

Run 79581

Task 3608 (Supervised Classification) fri_c4_500_100 Uploaded 01-12-2014 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)_I40
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
0.8475
Per class
Build CPU time
0.2037
Build memory
162515712
F measure
0.7797
Per class
Kappa
0.5497
KB relative information score
116.1151
Mean absolute error
0.3962
Mean prior absolute error
0.4913
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7822
Per class
Predictive accuracy
0.782
Prior entropy
0.9875
Recall
0.782
Per class
Relative absolute error
0.8063
Root mean prior squared error
0.4956
Root mean squared error
0.4196
Root relative squared error
0.8467
SciMark benchmark
946.5543