DEVELOPMENT... OpenML
Run
78408

Run 78408

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)_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
0.7258
Per class
Build CPU time
1.8535
Build memory
2777951970.8493
F measure
0.6961
Per class
Kappa
0.3851
KB relative information score
14.3402
Mean absolute error
0.4117
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
0.6978
Per class
Predictive accuracy
0.6986
Prior entropy
0.9937
Recall
0.6986
Per class
Relative absolute error
0.8309
Root mean prior squared error
0.4977
Root mean squared error
0.4576
Root relative squared error
0.9193
SciMark benchmark
932.8277