Run
519537

Run 519537

Task 3786 (Supervised Classification) visualizing_soil Uploaded 04-02-2016 by Rafael Gomes Mantovani
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Flow

classif.OneR(6)Learner classif.OneR from package(s) RWeka.
classif.OneR(6)_seed1
classif.OneR(6)_kindMersenne-Twister
classif.OneR(6)_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
0.9549
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9516
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9028
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7790.7322
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0485
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.495
Cross-validation details (10-fold Crossvalidation)
Number of instances
8641
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9546
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9515
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9928
Cross-validation details (10-fold Crossvalidation)
Recall
0.9515
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.098
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2202
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4426
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.336
UserCPU time millis testing
0.293
UserCPU time millis training
1.043