Run
9190533

Run 9190533

Task 167211 (Supervised Classification) Satellite Uploaded 19-04-2018 by Tim Beurskens
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Flow

rm.process(concurrency:parallel_random_forest)(1)A RapidMiner Flow

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.

17 Evaluation measures

Area under ROC curve
0.8488 ± 0.1118
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9925 ± 0.0036
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7135 ± 0.1799
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2226.3823 ± 95.6216
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0125 ± 0.002
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)
Precision
0.9931 ± 0.0025
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9933 ± 0.0025
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1117
Cross-validation details (10-fold Crossvalidation)
Recall
0.9933 ± 0.0025
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4286 ± 0.0746
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
0.0768 ± 0.0145
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6383 ± 0.1263
Cross-validation details (10-fold Crossvalidation)