DEVELOPMENT... OpenML
Run
76375

Run 76375

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)_I20
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
0.9595
Per class
Build CPU time
13.3395
Build memory
1344461590.4
F measure
0.7095
Per class
Kappa
0.6783
KB relative information score
1484.7714
Mean absolute error
0.0682
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
0.7104
Per class
Predictive accuracy
0.7105
Prior entropy
3.3219
Recall
0.7105
Per class
Relative absolute error
0.3789
Root mean prior squared error
0.3
Root mean squared error
0.1949
Root relative squared error
0.6495
SciMark benchmark
937.52