Run
2335985

Run 2335985

Task 2075 (Supervised Classification) abalone Uploaded 24-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_RandomForest(2)Weka implementation of AttributeSelectedClassifier
weka.RandomForest(12)_P100
weka.RandomForest(12)_I100
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K0
weka.RandomForest(12)_M1.0
weka.RandomForest(12)_V0.001
weka.RandomForest(12)_S1
weka.AttributeSelectedClassifier_RandomForest(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_RandomForest(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_RandomForest(2)_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 ± 0.0129
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2229 ± 0.0198
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1315 ± 0.0234
Cross-validation details (10-fold Crossvalidation)
KB relative information score
982.1516 ± 4.4561
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0559 ± 0.0005
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618 ± 0
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_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.2173 ± 0.0206
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2315 ± 0.0202
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2315 ± 0.0202
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9047 ± 0.0087
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1747 ± 0.0015
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9943 ± 0.0088
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1727.0865
UserCPU time millis
3050
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
830
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2220
Cross-validation details (10-fold Crossvalidation)