Run
103885

Run 103885

Task 1775 (Supervised Classification) balance-scale 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
0.9456
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Build CPU time
0.0554
Cross-validation details (5 times 2-fold Crossvalidation)
Build memory
705339349.8598
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.8236
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.6997
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
1798.3731
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.1546
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.3798
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
3125
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8164
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.831
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.3212
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.831
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.4072
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4356
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.2799
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.6425
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
938.6628