DEVELOPMENT... OpenML
Run
77282

Run 77282

Task 3923 (Supervised Classification) datatrieve 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)_I40
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
0.6994
Per class
Build CPU time
0.6567
Build memory
831548382.4
F measure
0.8781
Per class
Kappa
0.0924
KB relative information score
-60.4458
Mean absolute error
0.1498
Mean prior absolute error
0.1601
Number of instances
130
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8639
Per class
Predictive accuracy
0.9
Prior entropy
0.4395
Recall
0.9
Per class
Relative absolute error
0.9356
Root mean prior squared error
0.2784
Root mean squared error
0.2845
Root relative squared error
1.022
SciMark benchmark
883.745