Run
575712

Run 575712

Task 26 (Supervised Classification) nursery Uploaded 01-06-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_RandomForest(1)Weka implementation of AttributeSelectedClassifier
weka.RandomForest(9)_I100
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots1
weka.AttributeSelectedClassifier_RandomForest(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_RandomForest(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_RandomForest(1)_Wweka.classifiers.trees.RandomForest

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
0.9968
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9747
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9631
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11895.5419
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0304
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
0.9745
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9748
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9748
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1115
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1028
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2783
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1265.4815
UserCPU time millis
410
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
110
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
300
Cross-validation details (10-fold Crossvalidation)