Run
10045118

Run 10045118

Task 3935 (Supervised Classification) variousCancers_final 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
0.9631 ± 0.0319
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8043 ± 0.0731
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7503 ± 0.0894
Cross-validation details (10-fold Crossvalidation)
KB relative information score
300.5304 ± 2.1681
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0479 ± 0.0114
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1576 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Number of instances
383
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8058 ± 0.0661
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8042 ± 0.0723
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.7319
Cross-validation details (10-fold Crossvalidation)
Recall
0.8042 ± 0.0723
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3043 ± 0.0716
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2802 ± 0.0011
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1621 ± 0.0278
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5786 ± 0.0979
Cross-validation details (10-fold Crossvalidation)