Run
507583

Run 507583

Task 7306 (Supervised Classification) iris Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.PART(4)Learner classif.PART from package(s) RWeka.
classif.PART(4)_seed1
classif.PART(4)_kindMersenne-Twister
classif.PART(4)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.955
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.9
Cross-validation details (10-fold Crossvalidation)
F measure
0.9405
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.91
Cross-validation details (10-fold Crossvalidation)
KB relative information score
137.6784
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.04
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)
Precision
0.9419
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.94
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.94
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.09
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4243
Cross-validation details (10-fold Crossvalidation)
Total cost
135
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.862
UserCPU time millis testing
0.312
UserCPU time millis training
0.55