Run
1847818

Run 1847818

Task 145677 (Supervised Classification) Bioresponse Uploaded 26-02-2017 by Niels Hellinga
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  • NumPy_1.11.3. Python_3.5.2. run_task SciPy_0.18.1. sklearn.neighbors.classification.KNeighborsClassifier Sklearn_0.18.1. Sun_Feb_26_10.26.13_2017
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Flow

sklearn.neighbors.classification.KNeighborsClassifier(7)Automatically created sub-component.
sklearn.neighbors.classification.KNeighborsClassifier(7)_algorithmauto
sklearn.neighbors.classification.KNeighborsClassifier(7)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(7)_metricminkowski
sklearn.neighbors.classification.KNeighborsClassifier(7)_metric_paramsNone
sklearn.neighbors.classification.KNeighborsClassifier(7)_n_jobs1
sklearn.neighbors.classification.KNeighborsClassifier(7)_n_neighbors8
sklearn.neighbors.classification.KNeighborsClassifier(7)_p2
sklearn.neighbors.classification.KNeighborsClassifier(7)_weightsuniform

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
0.8126
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7434
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4845
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1389.7142
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3222
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4964
Cross-validation details (10-fold Crossvalidation)
Number of instances
3751
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7447
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.743
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.743
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6491
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.421
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.845
Cross-validation details (10-fold Crossvalidation)