Run
576563

Run 576563

Task 2075 (Supervised Classification) abalone Uploaded 01-06-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AttributeSelectedClassifier_Bagging_LMT(1)Weka implementation of AttributeSelectedClassifier
weka.LMT(4)_I-1
weka.LMT(4)_M15
weka.LMT(4)_W0.0
weka.AttributeSelectedClassifier_Bagging_LMT(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_Bagging_LMT(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_Bagging_LMT(1)_Wweka.classifiers.meta.Bagging
weka.Bagging_LMT(3)_P100
weka.Bagging_LMT(3)_S1
weka.Bagging_LMT(3)_num-slots1
weka.Bagging_LMT(3)_I10
weka.Bagging_LMT(3)_Wweka.classifiers.trees.LMT

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
0.718
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2149
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1227
Cross-validation details (10-fold Crossvalidation)
KB relative information score
952.558
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0561
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_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.2103
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2222
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2222
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9082
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1754
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.998
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1385.9643
UserCPU time millis
372480
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
330
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
372150
Cross-validation details (10-fold Crossvalidation)