Run
10045111

Run 10045111

Task 3931 (Supervised Classification) BurkittLymphoma 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
0.9427 ± 0.0541
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8432 ± 0.0796
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7473 ± 0.1418
Cross-validation details (10-fold Crossvalidation)
KB relative information score
155.8197 ± 2.0522
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1206 ± 0.0306
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3834 ± 0.0048
Cross-validation details (10-fold Crossvalidation)
Number of instances
220
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8699 ± 0.0655
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8636 ± 0.0711
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4031
Cross-validation details (10-fold Crossvalidation)
Recall
0.8636 ± 0.0711
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3146 ± 0.0808
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4374 ± 0.0054
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2645 ± 0.0567
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6046 ± 0.1316
Cross-validation details (10-fold Crossvalidation)