DEVELOPMENT... OpenML
Run
77752

Run 77752

Task 18 (Supervised Classification) mfeat-morphological 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
0.9599
Per class
Build CPU time
45.0169
Build memory
2508138255.2
F measure
0.7085
Per class
Kappa
0.6772
KB relative information score
1487.7878
Mean absolute error
0.0681
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7096
Per class
Predictive accuracy
0.7095
Prior entropy
3.3219
Recall
0.7095
Per class
Relative absolute error
0.3783
Root mean prior squared error
0.3
Root mean squared error
0.1943
Root relative squared error
0.6477
SciMark benchmark
914.4968