Run
9190832

Run 9190832

Task 167211 (Supervised Classification) Satellite Uploaded 22-04-2018 by Luud Janssen
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Flow

rm.process(normalize,concurrency:parallel_decision_tree,store)(2)A RapidMiner Flow
rm.process(normalize,concurrency:parallel_decision_tree,store)(2)_DecisionTree__confidence0.1
rm.process(normalize,concurrency:parallel_decision_tree,store)(2)_DecisionTree__minimal_gain0.01
rm.process(normalize,concurrency:parallel_decision_tree,store)(2)_DecisionTree__minimal_size_for_split2
rm.process(normalize,concurrency:parallel_decision_tree,store)(2)_Store__repository_entry../tests/predictions

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.

15 Evaluation measures

Area under ROC curve
0.5034
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
547.9239 ± 2.7682
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0209 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0292 ± 0.001
Cross-validation details (10-fold Crossvalidation)
Number of instances
5100
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9853 ± 0.001
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1117
Cross-validation details (10-fold Crossvalidation)
Recall
0.9853 ± 0.001
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7177 ± 0.0209
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1204 ± 0.0042
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1207 ± 0.0042
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0024 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Total cost