Run
2648927

Run 2648927

Task 2075 (Supervised Classification) abalone Uploaded 25-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_RandomForest(4)Weka implementation of FilteredClassifier
weka.RandomForest(12)_P100
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.FilteredClassifier_RandomForest(4)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_RandomForest(4)_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
0.7284 ± 0.012
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2334 ± 0.0159
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1441 ± 0.0193
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1048.2094 ± 4.4028
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0553 ± 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
0.2284 ± 0.0165
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2423 ± 0.0163
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2423 ± 0.0163
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8957 ± 0.009
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
0.173 ± 0.0016
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9846 ± 0.0091
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1840.7856
UserCPU time millis
4680
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
660
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
4020
Cross-validation details (10-fold Crossvalidation)