Run
560921

Run 560921

Task 3977 (Supervised Classification) AP_Colon_Omentum Uploaded 16-04-2016 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_InfoGainAttributeEval_Ranker_J48(1)Weka implementation of AttributeSelectedClassifier
weka.J48(33)_C0.25
weka.J48(33)_M2
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_J48(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_J48(1)_Wweka.classifiers.trees.J48

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
0.9102
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.913
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7436
Cross-validation details (10-fold Crossvalidation)
KB relative information score
252.2515
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0881
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3352
Cross-validation details (10-fold Crossvalidation)
Number of instances
363
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.10.1.el7.x86_64]
Precision
0.9149
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9118
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7485
Cross-validation details (10-fold Crossvalidation)
Recall
0.9118
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.263
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4088
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2888
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7063
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1035.0708
UserCPU time millis
3970
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
3960
Cross-validation details (10-fold Crossvalidation)