Run
6058396

Run 6058396

Task 2075 (Supervised Classification) abalone Uploaded 31-07-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_RandomSubSpace_Logistic(1)Weka implementation of AttributeSelectedClassifier
weka.Logistic(8)_R4.80817636073995E-9
weka.Logistic(8)_M-1
weka.Logistic(8)_num-decimal-places4
weka.RandomSubSpace_Logistic(1)_P0.378073762216941
weka.RandomSubSpace_Logistic(1)_S1
weka.RandomSubSpace_Logistic(1)_num-slots1
weka.RandomSubSpace_Logistic(1)_I7
weka.RandomSubSpace_Logistic(1)_Wweka.classifiers.functions.Logistic
weka.AttributeSelectedClassifier_RandomSubSpace_Logistic(1)_Eweka.attributeSelection.CfsSubsetEval -M -L -P 1 -E 1
weka.AttributeSelectedClassifier_RandomSubSpace_Logistic(1)_Sweka.attributeSelection.GreedyStepwise -B -R -T -1.7976931348623157E308 -N -1 -num-slots 1
weka.AttributeSelectedClassifier_RandomSubSpace_Logistic(1)_Wweka.classifiers.meta.RandomSubSpace

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
0.7605
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2397
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1644
Cross-validation details (10-fold Crossvalidation)
KB relative information score
933.7751
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.057
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_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.2201
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2736
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2736
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9221
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1682
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9573
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1762.7935
UserCPU time millis
114280
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1610
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
112670
Cross-validation details (10-fold Crossvalidation)