DEVELOPMENT... OpenML
Run
75521

Run 75521

Task 3756 (Supervised Classification) visualizing_hamster 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)_I10
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
0.7098
Per class
Build CPU time
0.1489
Build memory
769219107.9452
F measure
0.6355
Per class
Kappa
0.2655
KB relative information score
13.2369
Mean absolute error
0.4165
Mean prior absolute error
0.4955
Number of instances
73
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6432
Per class
Predictive accuracy
0.6438
Prior entropy
0.9937
Recall
0.6438
Per class
Relative absolute error
0.8404
Root mean prior squared error
0.4977
Root mean squared error
0.4646
Root relative squared error
0.9335
SciMark benchmark
941.6532