Run
440199

Run 440199

Task 3059 (Supervised Classification) pasture Uploaded 16-05-2015 by Joaquin Vanschoren
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Flow

weka.RandomForest(5)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(5)_I100
weka.RandomForest(5)_K0
weka.RandomForest(5)_S1
weka.RandomForest(5)_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.

22 Evaluation measures

Area under ROC curve
0.861
Per class
Cross-validation details (33% Holdout set)
F measure
0.8333
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7027
Cross-validation details (33% Holdout set)
KB relative information score
5.724
Cross-validation details (33% Holdout set)
Mean absolute error
0.2594
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4444
Cross-validation details (33% Holdout set)
Number of instances
11
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.9394
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8182
Cross-validation details (33% Holdout set)
Prior entropy
1.585
Cross-validation details (33% Holdout set)
Recall
0.8182
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.5836
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4714
Cross-validation details (33% Holdout set)
Root mean squared error
0.3554
Cross-validation details (33% Holdout set)
Root relative squared error
0.7539
Cross-validation details (33% Holdout set)
SciMark benchmark
1051.249
UserCPU time millis
20
Cross-validation details (33% Holdout set)
UserCPU time millis training
20
Cross-validation details (33% Holdout set)