Run
519522

Run 519522

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

classif.gbm(5)Learner classif.gbm from package(s) gbm.
classif.gbm(5)_seed1
classif.gbm(5)_kindMersenne-Twister
classif.gbm(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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3904
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
751.4057
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4499
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
0.3026
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5501
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9928
Cross-validation details (10-fold Crossvalidation)
Recall
0.5501
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.909
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6708
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3483
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.775
UserCPU time millis testing
0.034
UserCPU time millis training
2.741