Run
540172

Run 540172

Task 3593 (Supervised Classification) 2dplanes Uploaded 22-03-2016 by Martijn Post
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • study_15 study_20 weka weka_3.7.13
Issue #Downvotes for this reason By


Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_REPTree(4)Weka implementation of AttributeSelectedClassifier
weka.REPTree(15)_M2
weka.REPTree(15)_V0.001
weka.REPTree(15)_N3
weka.REPTree(15)_S1
weka.REPTree(15)_L-1
weka.REPTree(15)_I0.0
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_REPTree(4)_Wweka.classifiers.trees.REPTree

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
0.9772
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.919
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.838
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32354.7666
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1101
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
40768
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.919
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.919
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.919
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2202
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2354
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4707
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1779.392
UserCPU time millis
592.8038
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
15.6001
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
577.2037
Cross-validation details (10-fold Crossvalidation)