Run
3172506

Run 3172506

Task 2075 (Supervised Classification) abalone Uploaded 30-06-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.FilteredClassifier_AttributeSelectedClassifier_RandomForest(1)Weka implementation of FilteredClassifier
weka.RandomForest(12)_P80
weka.RandomForest(12)_I100
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K250
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
weka.FilteredClassifier_AttributeSelectedClassifier_RandomForest(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_RandomForest(1)_Wweka.classifiers.meta.AttributeSelectedClassifier

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
0.7139
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2225
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1303
Cross-validation details (10-fold Crossvalidation)
KB relative information score
998.6405
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0558
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
0.2181
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2301
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2301
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9028
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1748
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9945
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1541.4397
UserCPU time millis
4160
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
850
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
3310
Cross-validation details (10-fold Crossvalidation)