Run
103790

Run 103790

Task 2 (Supervised Classification) anneal Uploaded 08-12-2014 by Joaquin Vanschoren
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Flow

weka.RandomForest(2)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
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
0.9884
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
0.7176
Cross-validation details (10-fold Crossvalidation)
Build memory
665725891.2249
Cross-validation details (10-fold Crossvalidation)
F measure
0.9443
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8608
Cross-validation details (10-fold Crossvalidation)
KB relative information score
699.4785
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0395
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9444
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9443
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.9443
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2939
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1179
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.4411