Run
573535

Run 573535

Task 26 (Supervised Classification) nursery Uploaded 31-05-2016 by Jan van Rijn
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Flow

weka.RandomForest(9)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(9)_I200
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots6
weka.RandomForest(9)_num-decimal-places3

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
0.9997
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9919
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9882
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12012.938
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0293
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.9918
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.992
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.992
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1073
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0854
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2311
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1601.3514
UserCPU time millis
1110
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
730
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
380
Cross-validation details (10-fold Crossvalidation)