Run
440185

Run 440185

Task 3044 (Supervised Classification) hypothyroid 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
0.999
Per class
Cross-validation details (33% Holdout set)
F measure
0.9915
Per class
Cross-validation details (33% Holdout set)
Kappa
0.9451
Cross-validation details (33% Holdout set)
KB relative information score
952.2638
Cross-validation details (33% Holdout set)
Mean absolute error
0.0185
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.0736
Cross-validation details (33% Holdout set)
Number of instances
1244
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
0.9912
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.992
Cross-validation details (33% Holdout set)
Prior entropy
0.4715
Cross-validation details (33% Holdout set)
Recall
0.992
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.2514
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.1923
Cross-validation details (33% Holdout set)
Root mean squared error
0.0727
Cross-validation details (33% Holdout set)
Root relative squared error
0.3779
Cross-validation details (33% Holdout set)
SciMark benchmark
1051.249
UserCPU time millis
1650
Cross-validation details (33% Holdout set)
UserCPU time millis testing
370
Cross-validation details (33% Holdout set)
UserCPU time millis training
1280
Cross-validation details (33% Holdout set)