Run
521186

Run 521186

Task 9955 (Supervised Classification) one-hundred-plants-shape Uploaded 06-02-2016 by Rafael Gomes Mantovani
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Flow

classif.sda(7)Learner classif.sda from package(s) sda.
classif.sda(7)_seed1
classif.sda(7)_kindMersenne-Twister
classif.sda(7)_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
0.7794
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.554
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5587
Cross-validation details (10-fold Crossvalidation)
KB relative information score
899.4745
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0087
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.578
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5631
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.5631
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4413
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0935
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9395
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.201
UserCPU time millis testing
0.159
UserCPU time millis training
2.042