DEVELOPMENT... OpenML
Run
75261

Run 75261

Task 3634 (Supervised Classification) fri_c3_100_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)_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
0.7646
Per class
Build CPU time
0.2679
Build memory
1892723238.4
F measure
0.6993
Per class
Kappa
0.3915
KB relative information score
12.1934
Mean absolute error
0.4467
Mean prior absolute error
0.4951
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6991
Per class
Predictive accuracy
0.7
Prior entropy
0.9931
Recall
0.7
Per class
Relative absolute error
0.9022
Root mean prior squared error
0.4975
Root mean squared error
0.4577
Root relative squared error
0.92
SciMark benchmark
942.3187