Run
554846

Run 554846

Task 3996 (Supervised Classification) AP_Ovary_Uterus Uploaded 11-04-2016 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_CfsSubsetEval_BestFirst_IBk(3)Weka implementation of AttributeSelectedClassifier
weka.IBk(7)_K5
weka.IBk(7)_W0
weka.IBk(7)_Atrue
weka.CfsSubsetEval(5)_P1
weka.CfsSubsetEval(5)_E1
weka.BestFirst(4)_D1
weka.BestFirst(4)_N5
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_IBk(3)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_IBk(3)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_IBk(3)_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
0.9357
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.859
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7122
Cross-validation details (10-fold Crossvalidation)
KB relative information score
210.9336
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1638
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4738
Cross-validation details (10-fold Crossvalidation)
Number of instances
322
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.8778
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8571
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.962
Cross-validation details (10-fold Crossvalidation)
Recall
0.8571
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3458
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4866
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3247
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6672
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1391.1654
UserCPU time millis
3805900
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
300
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
3805600
Cross-validation details (10-fold Crossvalidation)