DEVELOPMENT... OpenML
Run
78184

Run 78184

Task 3608 (Supervised Classification) fri_c4_500_100 Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I160
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
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
0.882
Per class
Build CPU time
47.0252
Build memory
1403113704.8
F measure
0.794
Per class
Kappa
0.5791
KB relative information score
108.5959
Mean absolute error
0.4058
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
0.8027
Per class
Predictive accuracy
0.798
Prior entropy
0.9875
Recall
0.798
Per class
Relative absolute error
0.826
Root mean prior squared error
0.4956
Root mean squared error
0.4207
Root relative squared error
0.8487
SciMark benchmark
885.9298