DEVELOPMENT... OpenML
Run
78702

Run 78702

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)_I160
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
0.8803
Per class
Build CPU time
0.6416
Build memory
1189433656.8
F measure
0.7905
Per class
Kappa
0.5717
KB relative information score
122.3188
Mean absolute error
0.3928
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
0.7972
Per class
Predictive accuracy
0.794
Prior entropy
0.9875
Recall
0.794
Per class
Relative absolute error
0.7994
Root mean prior squared error
0.4956
Root mean squared error
0.4124
Root relative squared error
0.832
SciMark benchmark
940.4855