DEVELOPMENT... OpenML
Run
77892

Run 77892

Task 3737 (Supervised Classification) fri_c3_250_50 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)_I80
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
0.9063
Per class
Build CPU time
6.8151
Build memory
840807380
F measure
0.804
Per class
Kappa
0.599
KB relative information score
55.0941
Mean absolute error
0.4046
Mean prior absolute error
0.4908
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8135
Per class
Predictive accuracy
0.808
Prior entropy
0.9868
Recall
0.808
Per class
Relative absolute error
0.8242
Root mean prior squared error
0.4954
Root mean squared error
0.4177
Root relative squared error
0.8432
SciMark benchmark
927.3358