Run
522934

Run 522934

Task 3711 (Supervised Classification) elevators Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.pamr(5)Learner classif.pamr from package(s) pamr.
classif.pamr(5)_threshold.predict1
classif.pamr(5)_seed1
classif.pamr(5)_kindMersenne-Twister
classif.pamr(5)_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
0.6701
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7375
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3673
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6227.0166
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2503
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4271
Cross-validation details (10-fold Crossvalidation)
Number of instances
16599
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7369
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7497
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8921
Cross-validation details (10-fold Crossvalidation)
Recall
0.7497
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.586
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4621
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5003
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0826
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
12.851
UserCPU time millis testing
0.052
UserCPU time millis training
12.799