DEVELOPMENT... OpenML
Run
78163

Run 78163

Task 3612 (Supervised Classification) fri_c1_250_25 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
0.9425
Per class
Build CPU time
10.6872
Build memory
1216117384
F measure
0.8533
Per class
Kappa
0.6988
KB relative information score
87.7777
Mean absolute error
0.3457
Mean prior absolute error
0.4897
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
0.8624
Per class
Predictive accuracy
0.856
Prior entropy
0.9852
Recall
0.856
Per class
Relative absolute error
0.7059
Root mean prior squared error
0.4948
Root mean squared error
0.3696
Root relative squared error
0.747
SciMark benchmark
932.8277