Run
578036

Run 578036

Task 59 (Supervised Classification) iris Uploaded 03-06-2016 by Jan van Rijn
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Flow

weka.MultiSearch_IBk(2)Weka implementation of MultiSearch
weka.MultiSearch_IBk(2)_ECC
weka.MultiSearch_IBk(2)_search[weka.core.setupgenerator.MathParameter -property KNN -min 1.0 -max 50.0 -step 1.0 -base 10.0 -expression I]
weka.MultiSearch_IBk(2)_algorithmweka.classifiers.meta.multisearch.RandomSearch -sample-size 100.0 -num-folds 2 -test-set . -num-iterations 200 -num-slots 1 -S 1 -num-slots 1
weka.MultiSearch_IBk(2)_log-file/home/rijnjnvan/apps/weka-3-7-13
weka.MultiSearch_IBk(2)_S1
weka.MultiSearch_IBk(2)_Wweka.classifiers.lazy.IBk
weka.IBk(9)_K1
weka.IBk(9)_W0
weka.IBk(9)_Atrue

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
0.9891
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9126
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.87
Cross-validation details (10-fold Crossvalidation)
KB relative information score
111.7064
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1506
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
150
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_101, amd64, Linux, 3.13.0-86-generic]
Precision
0.9216
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9133
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.9133
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3389
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2229
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4729
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1927.9877
UserCPU time millis
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)