Run
8653913

Run 8653913

Task 3913 (Supervised Classification) kc2 Uploaded 15-12-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1697
mlr.classif.ranger(15)_mtry18
mlr.classif.ranger(15)_min.node.size8
mlr.classif.ranger(15)_sample.fraction0.100802096584812
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_openml.normal.kindInversion

Result files

xml
Description

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

arff
Predictions

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

21 Evaluation measures

Area under ROC curve
0.8231
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8263
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4485
Cross-validation details (10-fold Crossvalidation)
KB relative information score
144.8819
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2202
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3266
Cross-validation details (10-fold Crossvalidation)
Number of instances
522
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8229
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8333
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.734
Cross-validation details (10-fold Crossvalidation)
Recall
0.8333
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6743
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3358
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8318
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1371.9803
UserCPU time millis
2.32
UserCPU time millis testing
0.21
UserCPU time millis training
2.11