Run
570207

Run 570207

Task 3528 (Supervised Classification) la2s.wc Uploaded 01-05-2016 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_IBk(1)Weka implementation of AttributeSelectedClassifier
weka.IBk(7)_K10
weka.IBk(7)_W0
weka.IBk(7)_Atrue
weka.AttributeSelectedClassifier_IBk(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_IBk(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_IBk(1)_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
0.9452
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7787
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7205
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2204.976
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0959
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2655
Cross-validation details (10-fold Crossvalidation)
Number of instances
3075
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
0.7933
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7776
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4305
Cross-validation details (10-fold Crossvalidation)
Recall
0.7776
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3613
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3643
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2263
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6211
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1193.2341
UserCPU time millis
1699310
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
2120
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1697190
Cross-validation details (10-fold Crossvalidation)