DEVELOPMENT... OpenML
Run
75520

Run 75520

Task 3500 (Supervised Classification) squash-unstored 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
0.9094
Per class
Build CPU time
0.1513
Build memory
840640355.2308
F measure
0.7576
Per class
Kappa
0.6071
KB relative information score
17.8547
Mean absolute error
0.2843
Mean prior absolute error
0.3823
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7296
Per class
Predictive accuracy
0.7885
Prior entropy
1.3486
Recall
0.7885
Per class
Relative absolute error
0.7436
Root mean prior squared error
0.4353
Root mean squared error
0.3468
Root relative squared error
0.7967
SciMark benchmark
940.6012