DEVELOPMENT... OpenML
Run
77786

Run 77786

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)_I80
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
0.796
Per class
Build CPU time
1.9125
Build memory
691630435.2
F measure
0.6938
Per class
Kappa
0.3814
KB relative information score
13.6125
Mean absolute error
0.4407
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
0.7022
Per class
Predictive accuracy
0.7
Prior entropy
0.9931
Recall
0.7
Per class
Relative absolute error
0.8901
Root mean prior squared error
0.4975
Root mean squared error
0.4524
Root relative squared error
0.9094
SciMark benchmark
896.6262