Run
3026827

Run 3026827

Task 2075 (Supervised Classification) abalone Uploaded 29-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_Bagging_IBk(1)Weka implementation of FilteredClassifier
weka.IBk(11)_K1
weka.IBk(11)_W0
weka.IBk(11)_Atrue
weka.FilteredClassifier_Bagging_IBk(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_Bagging_IBk(1)_Wweka.classifiers.meta.Bagging
weka.Bagging_IBk(6)_P100
weka.Bagging_IBk(6)_S1
weka.Bagging_IBk(6)_num-slots1
weka.Bagging_IBk(6)_I10
weka.Bagging_IBk(6)_Wweka.classifiers.lazy.IBk

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
0.6217
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2094
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1174
Cross-validation details (10-fold Crossvalidation)
KB relative information score
881.1037
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0549
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
0.2076
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2116
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2116
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8891
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1999
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1374
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1530.6288
UserCPU time millis
7790
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
7780
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)