Run
10045108

Run 10045108

Task 10092 (Supervised Classification) arcene Uploaded 22-01-2019 by KANKAN LAN
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Flow

sklearn.neighbors.classification.KNeighborsClassifier(33)Automatically created scikit-learn flow.
sklearn.neighbors.classification.KNeighborsClassifier(33)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(33)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(33)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(33)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(33)_n_jobs1
sklearn.neighbors.classification.KNeighborsClassifier(33)_n_neighbors5
sklearn.neighbors.classification.KNeighborsClassifier(33)_p2
sklearn.neighbors.classification.KNeighborsClassifier(33)_weights"uniform"

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
0.9037 ± 0.059
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8596 ± 0.0854
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7145 ± 0.1703
Cross-validation details (10-fold Crossvalidation)
KB relative information score
111.5452 ± 2.1354
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.228 ± 0.0507
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929 ± 0.0025
Cross-validation details (10-fold Crossvalidation)
Number of instances
200
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8599 ± 0.082
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.86 ± 0.0843
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9898
Cross-validation details (10-fold Crossvalidation)
Recall
0.86 ± 0.0843
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4626 ± 0.1027
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964 ± 0.0025
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3476 ± 0.0687
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7002 ± 0.1377
Cross-validation details (10-fold Crossvalidation)