Run
569633

Run 569633

Task 2075 (Supervised Classification) abalone Uploaded 30-04-2016 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
0.7121
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2229
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1315
Cross-validation details (10-fold Crossvalidation)
KB relative information score
982.1516
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0559
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
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
0.2173
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2315
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2315
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9047
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1747
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9943
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
709.9893
UserCPU time millis
5580
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
950
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
4630
Cross-validation details (10-fold Crossvalidation)